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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.
PMF1 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
42.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
93.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
84.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
81.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
80.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
77.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
73.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
71.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
71.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
68.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
68.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
67.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
64.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
61.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
61.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
60.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
59.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
59.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
59.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
59.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
59.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
58.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
58.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
58.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
58.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
58.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
57.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
57.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
57.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
57.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
56.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
56.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
56.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
55.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
55.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
54.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
54.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
54.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
54.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
53.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
53.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
53.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
53.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
52.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
52.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
52.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
52.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
52.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
52.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
51.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
51.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
51.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
51.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
51.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
50.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
50.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
50.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
49.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
49.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
49.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
49.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
49.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
48.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
48.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
48.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
48.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
48.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
48.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
47.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
47.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
47.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
47.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
47.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
47.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
47.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
47.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
47.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
46.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
46.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
46.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
46.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
46.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
46.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
46.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
46.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
46.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
45.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
45.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
45.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
45.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
45.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
45.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
44.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
44.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
44.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
44.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
44.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
44.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
43.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
43.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
43.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
43.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
43.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
43.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
43.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
43.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
43.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
43.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
43.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
43.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
43.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
43.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
42.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
42.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
42.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
42.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
42.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
42.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
42.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
42.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
42.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
42.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
42.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
41.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
41.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
41.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
41.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
41.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
41.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
41.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
41.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
40.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
40.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
40.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
40.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
40.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
40.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
40.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
40.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
40.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
39.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
39.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
39.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
39.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
39.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
39.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
39.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
39.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
38.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
38.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
38.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
38.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
38.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
38.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
38.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
38.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
38.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
38.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
38.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
38.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
38.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
38.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
38.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
38.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
37.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
37.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
37.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
37.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
37.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
37.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
37.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
37.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
36.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
36.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
36.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
36.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
36.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
36.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
36.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
36.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
36.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
36.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
36.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
35.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
35.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
35.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
35.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
35.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
35.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
35.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
35.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
35.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
35.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
34.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
34.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
34.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
34.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
34.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
34.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
34.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
34.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
34.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
33.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
33.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
33.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
33.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
33.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
33.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
33.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
33.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
33.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
32.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
32.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
32.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
32.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
32.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
32.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
32.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
31.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
31.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
31.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
31.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
31.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
31.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
31.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
30.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
30.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
30.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
30.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
30.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
30.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
29.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
29.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
29.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
29.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
29.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
28.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
28.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
28.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
28.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
28.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
28.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
28.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
28.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
28.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
27.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
27.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
27.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
26.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
26.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
25.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
25.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
25.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
23.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 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.
PMF1 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
34.9
Number of samples
486
Samples
Sample
Description
TPM
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
97.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
84.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
69.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
65.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
65.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
62.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
59.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
58.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
57.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
56.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
56.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
54.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
52.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
52.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
51.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
51.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
50.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
50.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
49.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
49.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
49.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
49.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
49.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
48.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
48.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
48.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
47.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
47.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
47.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
47.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
47.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
46.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
46.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
46.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
46.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
46.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
46.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
46.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
46.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
46.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
46.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
46.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
45.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
45.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
45.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
45.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
45.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
45.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
45.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
45.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
45.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
45.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
45.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
44.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
44.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
44.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
44.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
44.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
44.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
44.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
44.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
44.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
43.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
43.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
43.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
43.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
43.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
43.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
43.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
43.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
43.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
43.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
43.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
43.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
42.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
42.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
42.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
42.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
42.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
42.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
42.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
42.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
42.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
42.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
42.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
42.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
41.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
41.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
41.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
41.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
41.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
41.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
41.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
41.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
41.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
41.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
41.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
41.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
41.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
41.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
41.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
41.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
41.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
40.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
40.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
40.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
40.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
40.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
40.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
40.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
40.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
40.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
40.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
40.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
39.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
39.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
39.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
39.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
39.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
39.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
39.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
39.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
39.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
39.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
39.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
39.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
39.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
39.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
39.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
39.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
38.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
38.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
38.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
38.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
38.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
38.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
38.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
38.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
38.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
38.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
38.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
38.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
38.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
38.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
38.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
38.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
38.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
38.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
38.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
37.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
37.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
37.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
37.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
37.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
37.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
37.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
37.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
37.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
37.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
37.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
37.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
37.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
37.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
37.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
37.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
37.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
37.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
37.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
37.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
36.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
36.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
36.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
36.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
36.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
36.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
36.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
36.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
36.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
36.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
36.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
36.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
36.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
36.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
36.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
36.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
36.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
36.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
36.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
36.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
36.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
36.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
36.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
36.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
36.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
36.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
36.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
36.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
35.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
35.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
35.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
35.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
35.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
35.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
35.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
35.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
35.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
35.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
35.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
35.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
35.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
35.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
35.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
35.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
35.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
35.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
35.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
35.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
35.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
35.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
35.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
35.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
35.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
35.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
35.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
35.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
35.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
35.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
34.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
34.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
34.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
34.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
34.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
34.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
34.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
34.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
34.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
34.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
34.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
34.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
34.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
34.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
34.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
34.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
34.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
34.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
34.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
34.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
34.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
34.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
34.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
34.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
33.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
33.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
33.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
33.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
33.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
33.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
33.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
33.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
33.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
33.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
33.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
33.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
33.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
33.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
33.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
33.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
33.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
33.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
33.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
33.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
33.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
33.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
33.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
33.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
32.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
32.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
32.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
32.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
32.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
32.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
32.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
32.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
32.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
32.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
32.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
32.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
32.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
32.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
32.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
32.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
32.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
32.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
32.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
32.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
32.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
32.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
32.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
32.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
32.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
32.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
32.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
32.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
31.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
31.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
31.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
31.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
31.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
31.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
31.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
31.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
31.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
31.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
31.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
31.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
31.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
31.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
31.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
31.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
31.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
31.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
31.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
31.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
31.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
31.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
31.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
31.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
30.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
30.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
30.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
30.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
30.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
30.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
30.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
30.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
30.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
30.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
30.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
30.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
30.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
30.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
30.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
30.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
30.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
30.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
29.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
29.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
29.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
29.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
29.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
29.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
29.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
29.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
29.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
29.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
29.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
29.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
29.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
29.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
29.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
29.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
29.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
29.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
29.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
28.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
28.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
28.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
28.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
28.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
28.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
28.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
28.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
28.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
28.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
28.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
28.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
28.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
28.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
28.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
28.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
28.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
28.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
28.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
28.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
27.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
27.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
27.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
27.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
27.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
27.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
27.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
27.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
27.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
27.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
27.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
27.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
27.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
27.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
27.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
27.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
27.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
27.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
27.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
27.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
26.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
26.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
26.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
26.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
26.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
26.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
26.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
26.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
26.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
26.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
26.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
26.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
26.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
26.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
26.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
26.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
26.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
26.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
26.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
26.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
26.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
25.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
25.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
25.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
25.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
25.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
25.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
25.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
25.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
25.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
25.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
25.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
25.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
24.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
24.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
24.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
24.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
24.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
24.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
24.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
24.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
24.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
24.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
24.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
23.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
23.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
23.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
23.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
23.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
23.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
23.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
23.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
23.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
22.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
22.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
21.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
21.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
21.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
18.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
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.
PMF1 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
40.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
69.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
68.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
64.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
63.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
63.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
60.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
59.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
58.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
55.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
55.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
53.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
51.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
50.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
50.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
49.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
48.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
48.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
48.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
47.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
47.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
47.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
46.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
46.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
45.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
45.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
44.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
44.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
44.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
43.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
41.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
41.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
41.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
41.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
41.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
41.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
40.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
40.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
40.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
40.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
40.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
40.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
39.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
39.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
38.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
37.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
37.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
37.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
36.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
36.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
36.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
36.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
36.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
35.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
35.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
34.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
34.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
34.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
34.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
33.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
33.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
33.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
33.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
33.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
32.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
32.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
32.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
31.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
31.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
31.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
31.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
31.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
31.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
30.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
30.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
30.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
29.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
29.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
28.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
28.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
27.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
26.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
26.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
25.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
25.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
25.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
25.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
22.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 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.
PMF1 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
30.2
Number of samples
207
Samples
Sample
Description
TPM
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
68.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
63.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
52.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
51.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
49.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
48.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
47.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
46.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
45.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
44.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
43.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
42.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
42.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
42.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
41.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
41.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
41.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
41.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
40.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
40.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
39.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
39.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
39.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
39.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
37.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
37.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
37.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
37.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
37.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
37.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
36.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
36.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
36.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
36.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
36.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
36.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
36.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
36.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
36.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
36.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
36.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
35.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
35.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
35.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
35.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
34.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
34.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
34.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
34.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
34.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
34.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
34.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
34.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
34.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
34.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
34.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
34.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
34.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
33.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
33.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
33.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
33.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
33.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
33.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
33.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
33.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
33.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
32.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
32.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
32.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
32.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
32.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
32.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
32.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
32.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
31.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
31.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
31.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
31.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
31.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
31.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
31.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
31.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
31.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
31.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
31.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
31.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
31.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
30.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
30.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
30.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
30.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
30.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
30.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
30.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
30.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
30.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
30.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
30.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
29.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
29.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
29.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
29.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
29.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
29.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
29.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
29.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
29.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
29.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
28.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
28.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
28.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
28.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
28.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
28.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
28.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
28.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
28.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
28.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
28.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
28.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
27.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
27.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
27.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
27.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
27.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
27.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
27.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
27.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
27.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
27.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
27.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
27.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
26.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
26.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
26.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
26.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
26.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
26.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
26.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
26.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
26.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
26.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
26.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
26.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
26.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
25.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
25.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
25.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
25.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
25.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
25.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
25.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
24.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
24.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
24.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
24.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
24.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
24.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
24.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
24.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
24.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
23.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
23.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
23.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
23.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
23.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
23.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
22.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
22.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
22.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
22.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
22.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
22.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
22.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
22.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
22.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
21.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
21.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
21.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
21.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
2.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
1.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.9
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.8
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.8
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.8
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.7
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.6
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.5
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.4
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.4
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.8
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
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
ea6df59d-5240-4927-b19d-d44590_D2
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
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
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
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
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
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
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
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
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
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
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
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
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
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
f5ed5ebc-881d-456a-80d7-42c9e7_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
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
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
da747cee-5026-4923-af63-ad9f81_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
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
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
5f823547-ee16-45b7-a6a0-ef25d6_D3
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
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
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
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
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
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
