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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.
HLTF 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
5.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
47.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
32.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
30.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
17.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
16.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
16.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
15.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
15.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
14.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
13.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
5.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
5.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
4.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
3.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
3.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
3.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
3.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
3.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
3.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
2.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
2.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
2.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
1.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
1.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
1.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
1.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
1.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
1.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
1.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
1.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
1.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
1.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
1.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
1.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
1.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
1.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
1.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
1.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
1.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
1.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
0.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
0.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
0.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
0.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
0.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
0.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
0.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
0.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
0.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
0.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
0.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
0.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
0.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
0.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
0.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
0.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
0.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
0.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
0.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
0.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 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.
HLTF 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
11.0
Number of samples
486
Samples
Sample
Description
TPM
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
47.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
37.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
35.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
35.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
33.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
31.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
31.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
30.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
30.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
30.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
29.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
28.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
27.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
24.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
24.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
24.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
24.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
24.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
24.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
23.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
23.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
23.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
23.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
22.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
22.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
22.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
22.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
22.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
22.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
22.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
22.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
21.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
21.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
20.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
18.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
17.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
11.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
11.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
11.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
11.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
11.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
10.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
10.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
10.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
10.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
10.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
9.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
9.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
9.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
9.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
9.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
9.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
9.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
9.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
9.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
9.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
9.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
9.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
9.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
9.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
9.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
9.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
9.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
8.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
8.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
8.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
8.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
8.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
8.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
8.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
8.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
8.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
8.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
8.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
8.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
8.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
8.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
8.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
8.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
8.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
8.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
8.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
8.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
8.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
8.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
7.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
7.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
7.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
7.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
7.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
7.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
7.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
7.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
7.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
7.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
7.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
7.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
7.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
7.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
7.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
7.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
7.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
7.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
7.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
7.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
7.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
7.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
6.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
6.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
6.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
6.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
6.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
6.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
6.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
6.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
6.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
6.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
6.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
6.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
6.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
6.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
6.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
6.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
6.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
6.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
6.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
6.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
6.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
6.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
6.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
6.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
6.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
6.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
5.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
5.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
5.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
5.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
5.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
5.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
5.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
5.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
5.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
5.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
5.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
5.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
5.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
5.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
5.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
5.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
5.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
5.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
5.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
5.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
5.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
5.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
5.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
4.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
4.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
4.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
4.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
4.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
4.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
4.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
4.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
4.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
4.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
4.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
4.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
4.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
4.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
4.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
4.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
4.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
4.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
4.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
4.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
4.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
4.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
4.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
4.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
3.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
3.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
3.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
3.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
3.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
3.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
3.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
3.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
3.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
3.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
3.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
3.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
3.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
3.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
3.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
3.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
3.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
3.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
3.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
3.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
3.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
3.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
3.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
3.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
3.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
2.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
2.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
2.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
2.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
2.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
2.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
2.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
2.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
2.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
2.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
2.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
2.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
2.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
2.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
2.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
2.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
2.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
2.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
2.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
2.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
1.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
1.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
1.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
1.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
1.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
1.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
1.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
1.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
1.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
1.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
1.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
1.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
1.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
1.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
1.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
1.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
1.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
1.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
0.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
HLTF 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
5.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
18.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
16.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
4.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
3.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
3.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
3.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
2.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
2.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
1.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
1.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
1.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
1.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
1.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
0.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
0.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
0.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HLTF 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
8.7
Number of samples
207
Samples
Sample
Description
TPM
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
29.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
21.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
20.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
17.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
11.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
10.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
10.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
9.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
9.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
9.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
9.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
8.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
8.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
8.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
8.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
8.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
8.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
8.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
8.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
8.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
8.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
7.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
7.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
7.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
7.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
7.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
7.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
7.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
7.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
7.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
7.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
7.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
7.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
7.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
7.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
7.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
6.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
6.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
6.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
6.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
6.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
6.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
6.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
6.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
6.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
6.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
6.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
6.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
6.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
6.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
6.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
5.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
5.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
5.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
5.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
5.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
5.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
5.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
5.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
5.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
5.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
5.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
5.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
5.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
5.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
5.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
5.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
4.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
4.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
4.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
4.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
4.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
4.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
4.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
4.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
4.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
4.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
4.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
4.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
4.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
4.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
4.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
3.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
3.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
3.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
3.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
3.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
3.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
3.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
3.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
2.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
2.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
2.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
2.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
2.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
2.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
2.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
2.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
1.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
1.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
1.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
1.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
1.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
1.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
0.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.9
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.8
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.7
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.7
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.6
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.6
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.5
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.4
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.5
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.5
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.6
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.6
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.6
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.7
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.7
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.8
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.8
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.9
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-1.5
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-1.7
82157a70-12f1-4913-b548-d98881_D2
Normal
-1.8
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-1.9
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-2.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-2.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-2.5
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
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
7bdfa5c9-d11f-4600-9c44-a87996_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
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
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
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
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
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
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
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
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
5cf5e61d-21ff-4678-9126-14e9bb_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
0d5554d1-1653-4589-a44f-43113e_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
359f5c81-2575-497e-8630-e4866f_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
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
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
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
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
92f7419c-c57a-4b50-bdc9-4d09ca_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
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
