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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.
PSMD10 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
42.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
101.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
99.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
95.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
80.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
79.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
78.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
76.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
75.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
75.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
75.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
71.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
71.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
70.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
70.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
70.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
68.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
67.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
66.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
65.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
64.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
63.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
62.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
61.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
60.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
60.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
60.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
60.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
60.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
60.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
60.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
60.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
59.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
59.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
59.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
59.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
59.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
58.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
58.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
57.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
57.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
57.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
57.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
57.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
56.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
55.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
55.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
55.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
55.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
55.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
55.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
54.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
54.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
54.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
54.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
54.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
51.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
51.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
51.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
51.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
51.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
51.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
50.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
50.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
50.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
50.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
48.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
48.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
48.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
48.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
47.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
47.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
47.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
47.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
47.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
47.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
47.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
47.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
46.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
46.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
46.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
46.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
46.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
45.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
45.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
45.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
44.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
44.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
44.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
44.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
44.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
43.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
43.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
43.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
43.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
43.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
43.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
43.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
42.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
42.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
42.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
42.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
42.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
41.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
41.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
41.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
41.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
41.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
41.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
41.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
41.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
41.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
41.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
40.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
40.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
40.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
40.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
40.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
40.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
39.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
39.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
39.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
39.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
39.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
39.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
38.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
38.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
38.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
38.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
38.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
38.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
38.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
38.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
38.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
38.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
38.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
38.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
38.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
38.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
37.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
37.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
37.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
37.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
37.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
37.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
37.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
37.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
36.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
36.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
36.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
36.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
36.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
36.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
36.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
36.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
36.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
36.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
35.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
35.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
35.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
35.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
35.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
35.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
35.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
35.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
35.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
35.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
35.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
34.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
34.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
34.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
34.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
34.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
34.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
34.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
34.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
33.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
33.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
33.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
33.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
33.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
33.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
33.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
33.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
33.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
32.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
32.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
32.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
32.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
32.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
32.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
32.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
32.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
31.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
31.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
31.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
31.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
31.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
31.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
31.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
31.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
31.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
31.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
31.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
31.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
30.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
30.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
30.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
30.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
30.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
30.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
30.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
30.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
30.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
29.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
29.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
29.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
29.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
29.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
29.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
29.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
29.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
29.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
29.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
28.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
28.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
28.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
28.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
28.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
28.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
28.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
27.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
27.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
27.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
27.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
27.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
26.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
26.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
26.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
26.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
26.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
25.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
25.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
24.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
24.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
24.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
24.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
23.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
23.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
22.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
22.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
22.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
21.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
19.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 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.
PSMD10 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
29.7
Number of samples
486
Samples
Sample
Description
TPM
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
72.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
65.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
64.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
62.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
61.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
59.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
56.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
56.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
55.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
55.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
53.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
53.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
52.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
52.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
51.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
49.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
49.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
48.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
47.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
46.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
45.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
45.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
45.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
44.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
44.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
44.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
44.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
44.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
43.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
43.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
43.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
43.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
43.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
42.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
42.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
42.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
42.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
42.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
42.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
41.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
40.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
40.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
40.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
40.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
40.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
40.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
39.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
39.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
39.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
39.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
39.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
39.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
39.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
38.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
38.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
38.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
38.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
38.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
38.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
38.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
37.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
37.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
37.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
37.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
37.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
37.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
37.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
37.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
37.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
37.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
37.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
37.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
37.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
37.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
37.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
37.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
37.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
36.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
36.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
36.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
36.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
36.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
36.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
36.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
36.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
36.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
36.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
36.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
36.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
36.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
36.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
36.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
36.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
35.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
35.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
35.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
35.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
35.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
35.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
35.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
35.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
34.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
34.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
34.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
34.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
34.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
34.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
34.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
34.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
34.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
34.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
34.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
34.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
34.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
33.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
33.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
33.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
33.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
33.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
33.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
33.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
33.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
33.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
33.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
33.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
33.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
33.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
33.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
33.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
33.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
33.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
33.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
33.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
33.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
32.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
32.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
32.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
32.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
32.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
32.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
32.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
32.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
32.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
32.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
32.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
32.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
32.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
32.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
32.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
32.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
32.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
32.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
32.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
32.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
32.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
32.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
32.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
32.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
32.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
32.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
32.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
31.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
31.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
31.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
31.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
31.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
31.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
31.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
31.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
31.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
31.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
31.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
31.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
31.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
31.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
31.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
31.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
31.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
31.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
31.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
31.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
31.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
31.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
30.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
30.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
30.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
30.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
30.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
30.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
30.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
30.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
30.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
30.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
30.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
30.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
30.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
30.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
30.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
30.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
30.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
30.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
30.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
30.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
30.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
30.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
29.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
29.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
29.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
29.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
29.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
29.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
29.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
29.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
29.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
29.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
29.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
29.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
29.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
29.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
29.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
29.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
29.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
29.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
29.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
29.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
29.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
28.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
28.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
28.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
28.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
28.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
28.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
28.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
28.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
28.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
28.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
28.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
28.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
28.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
28.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
28.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
28.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
28.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
28.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
28.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
28.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
28.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
28.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
28.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
28.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
28.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
27.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
27.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
27.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
27.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
27.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
27.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
27.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
27.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
27.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
27.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
27.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
27.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
27.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
27.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
27.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
27.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
27.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
27.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
27.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
27.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
27.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
27.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
27.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
27.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
27.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
27.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
27.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
27.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
27.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
27.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
27.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
27.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
27.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
27.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
27.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
27.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
27.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
26.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
26.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
26.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
26.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
26.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
26.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
26.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
26.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
26.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
26.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
26.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
26.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
26.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
26.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
26.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
26.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
26.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
26.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
26.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
26.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
26.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
26.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
26.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
25.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
25.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
25.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
25.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
25.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
25.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
25.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
25.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
25.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
25.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
25.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
25.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
25.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
25.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
25.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
25.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
25.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
25.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
25.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
25.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
25.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
25.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
25.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
25.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
25.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
25.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
25.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
25.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
25.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
24.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
24.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
24.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
24.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
24.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
24.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
24.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
24.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
24.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
24.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
24.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
24.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
24.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
24.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
24.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
23.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
23.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
23.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
23.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
23.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
23.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
23.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
23.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
23.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
23.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
23.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
23.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
23.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
23.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
23.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
23.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
23.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
23.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
23.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
23.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
23.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
23.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
23.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
23.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
23.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
23.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
22.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
22.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
22.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
22.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
22.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
22.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
22.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
22.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
21.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
21.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
21.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
21.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
21.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
20.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
20.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
20.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
20.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
20.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
19.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
19.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.6
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.
PSMD10 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
45.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
107.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
99.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
87.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
77.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
70.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
69.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
68.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
67.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
63.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
61.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
61.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
61.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
60.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
60.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
60.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
60.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
59.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
59.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
57.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
57.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
56.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
53.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
53.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
53.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
53.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
53.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
52.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
51.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
51.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
50.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
49.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
49.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
49.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
48.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
48.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
47.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
47.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
45.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
45.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
44.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
43.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
43.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
43.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
43.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
43.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
41.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
41.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
40.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
40.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
40.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
39.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
38.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
38.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
38.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
38.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
37.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
37.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
37.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
36.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
36.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
36.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
36.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
36.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
35.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
35.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
34.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
34.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
33.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
33.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
32.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
32.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
31.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
31.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
30.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
30.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
30.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
30.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
30.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
29.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
29.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
28.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
25.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
24.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
24.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
24.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
18.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 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.
PSMD10 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
28.4
Number of samples
207
Samples
Sample
Description
TPM
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
83.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
60.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
52.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
47.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
47.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
47.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
47.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
46.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
44.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
43.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
42.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
42.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
42.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
41.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
41.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
41.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
39.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
39.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
39.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
39.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
39.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
38.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
37.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
37.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
37.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
36.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
36.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
36.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
36.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
36.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
36.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
36.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
36.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
35.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
35.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
35.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
35.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
34.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
34.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
34.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
34.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
34.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
34.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
33.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
33.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
33.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
33.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
33.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
33.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
32.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
32.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
32.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
32.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
32.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
32.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
32.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
32.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
31.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
31.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
30.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
30.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
30.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
30.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
30.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
30.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
30.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
30.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
30.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
29.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
29.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
29.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
29.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
29.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
29.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
29.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
29.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
29.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
29.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
28.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
28.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
28.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
28.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
28.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
28.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
28.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
28.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
28.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
28.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
28.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
28.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
28.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
28.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
27.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
27.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
27.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
27.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
27.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
27.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
27.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
27.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
27.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
27.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
27.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
27.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
27.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
27.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
27.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
26.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
26.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
26.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
26.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
26.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
26.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
26.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
26.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
26.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
26.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
26.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
26.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
25.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
25.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
25.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
25.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
25.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
25.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
25.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
25.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
25.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
25.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
25.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
25.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
25.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
25.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
24.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
24.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
24.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
24.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
24.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
24.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
24.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
24.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
24.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
24.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
24.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
24.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
23.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
23.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
23.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
23.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
23.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
22.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
22.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
22.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
22.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
22.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
22.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
22.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
22.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
22.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
21.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
21.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
21.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
21.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
21.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
21.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
20.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
20.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
19.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
18.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
16.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
1.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.9
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.8
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.8
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.6
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.6
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.6
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.5
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.5
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.4
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.5
b2400046-1d25-429d-a821-6040a6
Tumor
-0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.6
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.6
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
