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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.
P4HTM 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
23.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
47.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
47.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
47.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
44.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
43.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
42.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
41.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
41.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
40.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
40.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
40.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
39.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
38.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
37.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
37.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
36.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
35.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
34.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
34.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
33.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
33.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
33.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
33.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
32.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
32.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
32.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
32.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
32.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
32.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
32.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
31.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
31.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
31.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
31.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
31.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
30.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
30.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
30.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
30.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
30.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
30.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
30.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
30.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
30.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
30.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
29.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
29.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
29.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
29.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
29.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
29.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
29.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
29.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
28.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
28.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
28.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
28.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
28.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
28.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
28.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
28.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
28.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
28.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
27.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
27.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
27.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
27.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
27.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
27.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
27.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
27.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
27.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
27.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
27.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
27.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
27.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
26.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
26.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
26.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
26.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
26.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
26.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
26.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
26.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
25.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
25.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
25.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
25.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
25.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
25.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
25.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
25.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
25.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
25.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
24.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
24.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
24.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
24.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
24.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
24.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
24.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
24.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
24.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
24.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
24.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
24.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
24.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
23.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
23.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
23.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
23.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
23.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
23.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
23.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
23.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
23.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
23.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
23.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
23.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
23.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
23.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
23.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
23.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
22.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
22.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
22.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
22.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
22.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
22.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
22.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
22.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
22.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
22.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
22.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
22.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
22.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
21.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
21.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
21.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
21.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
21.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
21.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
21.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
21.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
21.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
21.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
21.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
21.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
21.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
21.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
21.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
21.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
21.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
20.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
20.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
20.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
20.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
20.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
20.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
20.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
20.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
20.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
20.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
20.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
20.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
20.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
19.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
19.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
19.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
19.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
19.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
19.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
19.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
19.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
19.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
19.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
19.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
19.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
19.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
19.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
19.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
19.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
18.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
18.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
18.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
18.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
18.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
18.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
18.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
18.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
18.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
18.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
18.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
18.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
18.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
18.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
18.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
18.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
18.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
18.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
18.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
17.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
17.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
17.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
17.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
17.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
17.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
17.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
17.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
17.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
17.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
17.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
17.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
17.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
17.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
16.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
16.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
16.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
16.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
15.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
15.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
14.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
14.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
14.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
14.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
14.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
13.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
13.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
12.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
12.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
12.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
12.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
11.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 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.
P4HTM 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
16.1
Number of samples
486
Samples
Sample
Description
TPM
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
47.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
37.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
34.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
32.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
32.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
30.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
30.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
30.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
29.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
28.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
28.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
27.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
27.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
27.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
27.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
26.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
26.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
26.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
26.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
25.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
25.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
25.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
24.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
24.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
24.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
24.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
24.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
24.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
24.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
24.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
23.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
23.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
23.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
23.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
22.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
22.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
22.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
22.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
22.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
22.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
22.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
22.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
21.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
21.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
21.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
20.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
20.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
20.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
20.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
20.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
20.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
20.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
19.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
19.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
19.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
18.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
18.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
17.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
17.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
16.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
14.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
14.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
10.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
10.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
10.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
10.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
10.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
9.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
9.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
9.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
9.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
9.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
9.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
9.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
8.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
8.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
8.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
8.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
8.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
7.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
6.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
5.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
5.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
P4HTM 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
23.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
59.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
45.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
42.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
41.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
38.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
36.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
34.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
34.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
32.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
32.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
32.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
31.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
31.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
31.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
29.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
29.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
29.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
28.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
28.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
28.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
27.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
27.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
26.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
26.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
25.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
25.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
25.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
25.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
25.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
24.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
24.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
24.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
24.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
23.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
23.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
23.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
23.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
23.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
22.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
22.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
22.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
22.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
22.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
22.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
21.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
21.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
21.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
21.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
20.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
20.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
20.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
19.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
19.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
19.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
19.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
19.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
19.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
19.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
19.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
19.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
19.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
18.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
18.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
18.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
18.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
18.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
18.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
17.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
17.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
17.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
16.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
16.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
16.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
14.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
14.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
11.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 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.
P4HTM is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.1
Number of samples
207
Samples
Sample
Description
TPM
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
32.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
28.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
27.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
25.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
24.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
24.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
23.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
22.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
22.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
21.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
21.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
19.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
18.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
16.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
10.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
9.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
9.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
8.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
7.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
7.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
7.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
6.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
5.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
4.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
4.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
4.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
