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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.
IDH3A 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
14.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
60.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
50.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
43.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
40.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
35.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
35.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
34.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
34.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
34.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
32.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
30.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
28.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
26.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
26.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
26.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
25.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
25.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
24.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
24.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
24.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
24.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
24.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
24.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
23.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
23.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
23.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
23.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
23.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
23.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
22.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
22.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
22.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
22.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
22.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
22.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
21.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
21.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
21.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
21.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
21.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
20.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
20.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
20.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
20.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
20.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
20.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
20.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
20.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
20.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
19.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
19.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
19.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
19.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
19.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
18.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
18.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
18.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
18.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
18.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
18.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
18.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
18.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
18.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
18.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
18.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
17.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
17.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
17.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
16.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
16.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
16.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
16.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
15.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
15.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
15.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
15.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
15.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
15.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
15.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
15.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
14.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
14.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
14.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
14.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
14.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
14.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
13.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
13.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
13.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
13.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
13.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
13.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
13.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
12.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
11.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
11.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
11.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IDH3A 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
28.4
Number of samples
486
Samples
Sample
Description
TPM
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
75.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
73.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
57.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
56.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
52.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
51.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
51.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
50.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
50.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
49.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
49.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
49.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
49.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
49.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
48.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
48.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
48.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
47.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
47.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
46.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
46.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
45.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
44.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
44.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
44.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
44.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
43.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
43.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
42.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
42.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
42.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
42.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
41.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
41.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
41.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
41.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
41.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
40.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
40.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
40.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
39.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
39.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
39.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
39.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
39.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
39.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
39.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
38.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
38.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
38.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
38.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
38.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
38.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
38.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
37.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
37.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
37.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
37.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
37.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
37.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
37.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
37.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
37.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
37.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
36.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
36.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
36.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
36.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
36.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
36.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
36.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
36.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
36.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
36.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
35.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
35.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
35.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
35.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
35.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
35.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
35.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
35.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
35.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
35.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
35.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
35.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
35.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
34.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
34.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
34.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
34.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
34.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
34.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
34.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
34.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
34.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
34.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
34.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
34.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
34.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
34.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
33.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
33.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
33.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
33.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
33.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
33.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
33.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
33.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
33.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
33.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
33.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
33.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
33.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
33.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
33.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
33.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
33.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
33.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
33.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
33.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
32.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
32.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
32.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
32.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
32.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
32.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
32.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
32.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
32.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
32.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
32.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
32.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
32.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
32.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
32.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
31.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
31.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
31.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
31.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
31.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
31.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
31.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
31.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
31.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
31.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
31.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
31.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
31.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
31.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
30.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
30.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
30.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
30.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
30.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
30.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
30.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
30.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
30.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
30.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
30.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
30.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
30.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
30.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
30.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
30.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
30.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
30.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
30.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
30.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
30.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
30.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
30.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
30.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
30.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
29.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
29.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
29.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
29.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
29.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
29.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
29.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
29.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
29.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
29.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
29.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
29.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
29.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
29.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
29.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
29.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
29.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
28.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
28.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
28.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
28.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
28.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
28.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
28.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
28.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
28.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
28.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
28.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
28.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
28.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
28.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
28.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
28.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
28.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
28.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
28.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
28.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
28.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
28.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
27.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
27.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
27.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
27.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
27.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
27.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
27.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
27.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
27.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
27.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
27.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
27.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
27.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
27.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
27.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
27.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
27.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
27.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
27.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
27.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
27.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
27.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
27.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
27.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
27.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
27.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
27.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
27.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
27.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
27.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
27.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
27.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
27.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
27.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
27.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
26.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
26.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
26.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
26.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
26.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
26.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
26.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
26.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
26.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
26.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
26.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
26.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
26.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
26.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
26.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
26.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
26.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
26.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
26.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
25.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
25.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
25.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
25.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
25.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
25.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
25.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
25.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
25.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
25.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
25.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
25.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
25.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
25.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
25.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
25.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
25.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
25.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
25.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
25.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
25.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
25.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
25.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
25.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
25.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
25.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
24.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
24.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
24.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
24.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
24.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
24.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
24.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
24.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
24.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
24.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
24.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
24.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
24.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
24.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
24.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
24.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
24.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
23.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
23.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
23.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
23.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
23.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
23.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
23.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
23.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
23.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
23.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
23.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
23.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
23.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
23.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
23.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
23.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
23.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
23.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
23.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
23.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
23.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
23.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
23.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
22.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
22.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
22.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
22.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
22.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
22.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
22.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
22.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
22.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
22.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
22.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
22.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
22.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
22.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
22.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
22.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
22.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
22.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
22.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
22.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
22.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
22.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
21.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
21.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
21.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
21.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
21.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
21.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
21.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
21.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
21.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
21.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
20.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
20.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
20.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
20.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
20.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
20.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
20.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
20.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
20.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
17.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
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.
IDH3A 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
14.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
34.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
30.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
29.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
28.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
28.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
28.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
25.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
25.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
24.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
24.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
23.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
23.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
21.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
20.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
20.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
20.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
19.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
19.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
19.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
19.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
19.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
18.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
18.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
18.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
17.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
17.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
16.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
16.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
16.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
15.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
14.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
14.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
14.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
14.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
14.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
13.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
10.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
4.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 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.
IDH3A 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
27.8
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
103.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
48.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
47.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
45.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
44.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
43.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
42.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
41.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
41.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
40.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
40.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
40.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
40.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
39.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
39.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
38.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
38.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
38.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
37.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
37.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
37.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
37.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
37.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
36.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
36.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
36.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
36.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
35.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
35.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
35.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
35.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
35.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
35.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
34.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
34.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
34.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
33.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
33.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
33.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
33.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
33.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
33.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
33.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
33.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
32.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
32.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
32.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
32.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
32.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
32.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
32.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
32.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
32.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
32.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
32.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
31.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
31.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
31.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
31.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
31.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
31.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
30.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
30.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
30.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
30.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
30.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
30.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
30.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
30.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
30.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
30.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
30.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
29.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
29.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
29.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
29.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
29.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
29.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
29.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
29.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
28.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
28.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
28.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
28.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
28.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
28.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
28.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
28.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
28.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
28.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
28.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
28.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
27.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
27.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
27.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
27.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
27.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
27.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
27.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
27.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
27.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
27.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
27.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
26.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
26.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
26.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
26.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
26.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
26.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
26.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
26.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
26.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
26.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
26.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
25.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
25.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
25.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
25.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
25.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
25.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
25.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
25.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
24.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
24.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
24.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
24.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
24.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
24.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
24.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
24.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
24.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
24.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
24.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
24.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
24.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
24.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
23.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
23.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
23.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
23.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
23.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
23.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
23.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
23.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
23.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
22.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
22.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
22.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
22.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
22.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
22.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
22.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
21.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
21.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
21.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
21.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
21.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
21.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
20.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
20.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
18.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
18.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.8
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.7
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.6
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.5
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.5
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.5
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.5
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.5
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.5
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.4
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.4
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.5
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.5
b2400046-1d25-429d-a821-6040a6
Tumor
-0.5
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.5
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.5
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.6
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.6
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.7
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.9
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
