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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.
G0S2 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
24.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
253.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
243.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
218.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
149.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
127.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
125.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
122.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
115.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
95.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
94.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
91.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
89.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
79.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
74.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
74.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
73.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
71.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
63.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
59.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
58.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
58.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
53.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
52.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
51.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
51.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
50.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
47.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
45.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
45.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
44.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
43.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
41.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
41.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
39.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
38.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
37.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
37.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
36.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
35.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
35.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
33.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
33.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
33.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
32.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
32.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
32.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
32.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
32.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
32.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
31.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
30.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
29.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
28.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
28.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
28.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
28.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
27.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
27.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
27.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
27.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
27.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
27.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
26.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
26.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
26.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
26.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
25.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
25.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
25.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
25.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
24.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
24.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
24.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
24.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
24.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
24.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
23.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
23.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
23.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
23.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
23.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
23.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
22.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
22.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
22.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
22.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
22.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
22.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
22.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
22.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
22.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
22.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
21.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
21.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
20.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
20.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
20.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
20.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
19.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
19.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
19.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
19.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
19.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
18.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
18.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
18.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
18.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
18.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
18.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
17.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
17.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
17.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
17.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
16.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
16.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
16.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
16.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
16.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
16.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
15.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
14.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
14.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
14.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
14.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
13.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
13.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
13.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
13.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
11.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
9.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
5.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
2.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
2.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
1.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
1.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
0.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 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.
G0S2 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
43.5
Number of samples
486
Samples
Sample
Description
TPM
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
516.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
370.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
366.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
358.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
347.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
332.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
329.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
321.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
290.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
247.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
233.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
220.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
219.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
206.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
199.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
187.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
187.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
184.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
175.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
171.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
165.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
164.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
164.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
163.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
157.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
151.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
143.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
142.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
141.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
138.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
137.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
137.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
130.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
130.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
125.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
120.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
117.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
115.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
114.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
112.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
111.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
111.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
110.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
109.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
107.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
106.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
105.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
105.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
102.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
102.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
101.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
100.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
100.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
99.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
99.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
96.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
96.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
95.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
94.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
93.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
91.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
90.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
90.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
89.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
89.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
89.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
88.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
87.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
87.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
86.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
84.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
83.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
83.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
81.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
81.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
80.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
80.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
79.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
78.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
77.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
77.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
76.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
74.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
73.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
71.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
71.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
71.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
70.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
70.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
69.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
68.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
67.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
67.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
65.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
64.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
64.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
64.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
63.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
63.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
63.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
62.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
62.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
62.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
62.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
62.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
61.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
61.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
60.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
59.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
58.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
58.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
56.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
54.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
54.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
53.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
52.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
52.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
52.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
52.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
51.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
51.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
51.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
50.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
49.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
48.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
48.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
46.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
46.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
45.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
45.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
45.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
45.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
44.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
43.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
42.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
42.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
41.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
41.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
41.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
41.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
39.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
39.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
38.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
38.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
38.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
38.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
37.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
37.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
36.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
36.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
36.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
36.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
36.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
36.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
36.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
36.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
36.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
35.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
35.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
34.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
33.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
33.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
33.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
33.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
32.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
31.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
31.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
31.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
31.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
31.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
30.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
30.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
30.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
30.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
30.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
29.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
29.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
29.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
29.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
29.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
29.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
29.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
29.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
28.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
28.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
28.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
28.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
28.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
27.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
27.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
27.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
27.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
27.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
26.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
26.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
26.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
26.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
26.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
26.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
26.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
26.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
26.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
25.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
25.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
25.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
25.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
25.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
24.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
24.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
24.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
24.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
24.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
23.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
23.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
23.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
23.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
22.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
22.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
22.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
22.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
22.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
22.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
21.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
21.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
21.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
21.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
20.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
20.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
20.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
20.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
19.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
19.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
15.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
14.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
11.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
10.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
10.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
10.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
10.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
10.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
9.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
9.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
9.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
8.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
8.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
8.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
8.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
8.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
8.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
8.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
8.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
8.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
8.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
7.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
7.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
7.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
7.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
7.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
7.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
7.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
7.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
6.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
6.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
6.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
6.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
6.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
6.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
6.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
6.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
6.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
6.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
6.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
6.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
6.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
5.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
5.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
5.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
5.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
5.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
5.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
5.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
5.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
5.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
5.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
4.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
4.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
4.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
4.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
4.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
4.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
4.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
4.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
4.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
4.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
4.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
3.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
3.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
3.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
3.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
3.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
3.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
3.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
2.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
2.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
2.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
2.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
2.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
2.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
2.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
1.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
1.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
1.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
1.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
1.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
1.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
1.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
1.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
0.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
0.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
0.8
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.
G0S2 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
21.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
157.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
105.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
102.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
92.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
57.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
52.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
46.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
44.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
41.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
36.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
35.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
34.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
32.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
30.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
28.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
28.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
27.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
27.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
26.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
26.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
26.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
25.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
25.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
24.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
24.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
24.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
24.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
23.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
23.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
22.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
20.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
20.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
20.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
20.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
19.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
19.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
17.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
17.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
16.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
16.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
16.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
15.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
15.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
15.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
14.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
12.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
12.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
4.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
3.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.5
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.
G0S2 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
34.5
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
347.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
313.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
191.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
161.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
147.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
143.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
140.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
136.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
135.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
129.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
119.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
116.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
116.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
113.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
111.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
100.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
94.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
94.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
94.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
94.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
85.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
85.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
81.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
78.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
78.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
74.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
74.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
70.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
69.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
68.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
67.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
66.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
65.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
65.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
61.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
58.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
57.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
53.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
52.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
52.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
48.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
47.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
44.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
44.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
42.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
40.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
40.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
40.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
39.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
37.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
37.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
37.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
36.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
35.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
34.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
33.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
33.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
33.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
31.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
31.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
31.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
31.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
28.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
27.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
27.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
27.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
27.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
27.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
26.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
26.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
25.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
25.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
25.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
24.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
24.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
23.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
23.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
23.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
22.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
22.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
21.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
19.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
18.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
8.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
8.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
8.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
8.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
8.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
7.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
7.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
6.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
6.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
6.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
6.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
6.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
6.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
6.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
5.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
5.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
5.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
4.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
4.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
4.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
4.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
3.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
3.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
3.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
3.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
3.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
2.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
2.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
2.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
2.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
2.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
2.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
1.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
1.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.