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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.
PSMB9 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
12.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
110.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
91.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
43.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
36.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
35.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
35.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
35.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
34.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
34.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
33.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
33.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
32.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
30.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
30.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
29.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
29.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
28.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
27.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
27.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
26.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
24.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
24.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
23.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
23.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
23.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
22.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
22.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
22.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
22.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
22.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
21.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
21.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
21.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
20.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
20.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
20.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
20.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
19.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
19.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
19.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
18.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
18.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
18.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
17.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
17.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
16.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
16.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
16.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
16.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
15.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
15.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
15.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
14.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
14.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
13.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
13.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
13.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
13.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
13.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
12.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
11.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
10.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
10.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
8.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
5.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
2.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
2.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
2.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
2.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
2.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
1.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
0.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 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.
PSMB9 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
13.3
Number of samples
486
Samples
Sample
Description
TPM
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
61.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
55.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
49.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
46.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
46.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
44.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
42.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
40.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
40.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
40.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
39.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
39.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
38.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
37.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
36.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
35.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
35.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
34.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
33.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
33.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
33.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
33.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
33.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
31.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
31.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
31.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
31.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
30.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
30.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
29.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
29.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
29.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
29.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
29.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
29.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
29.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
28.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
28.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
28.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
28.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
28.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
28.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
28.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
27.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
27.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
27.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
27.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
26.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
26.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
26.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
26.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
26.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
26.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
26.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
26.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
25.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
25.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
24.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
24.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
24.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
24.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
23.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
23.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
23.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
23.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
22.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
22.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
22.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
21.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
21.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
20.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
20.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
18.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
12.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
10.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
10.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
10.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
10.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
10.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
10.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
10.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
10.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
10.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
9.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
9.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
9.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
9.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
9.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
9.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
9.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
9.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
9.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
9.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
9.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
9.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
9.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
9.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
8.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
8.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
8.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
8.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
8.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
8.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
8.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
8.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
8.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
8.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
8.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
8.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
8.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
8.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
8.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
8.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
8.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
8.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
8.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
8.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
8.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
8.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
8.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
7.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
7.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
7.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
7.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
7.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
7.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
7.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
7.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
7.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
7.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
7.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
7.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
7.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
7.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
7.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
7.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
7.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
7.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
7.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
7.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
7.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
7.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
7.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
7.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
7.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
7.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
6.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
6.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
6.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
6.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
6.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
6.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
6.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
6.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
6.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
6.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
6.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
6.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
6.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
6.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
6.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
6.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
6.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
6.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
6.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
6.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
6.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
6.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
6.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
6.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
6.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
6.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
6.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
6.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
6.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
6.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
6.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
6.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
6.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
5.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
5.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
5.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
5.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
5.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
5.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
5.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
5.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
5.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
5.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
5.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
5.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
5.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
5.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
5.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
5.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
5.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
5.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
5.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
5.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
5.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
5.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
5.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
5.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
5.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
5.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
5.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
5.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
5.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
5.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
4.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
4.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
4.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
4.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
4.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
4.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
4.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
4.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
4.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
4.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
4.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
4.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
4.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
3.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
3.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
3.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
3.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
3.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
3.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
3.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
3.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
3.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
3.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
3.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
3.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
3.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
3.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
3.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
3.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
3.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
3.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
3.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
3.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
3.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
3.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
2.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
2.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
2.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
2.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
2.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
2.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
2.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
2.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
2.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
1.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 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.
PSMB9 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
10.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
39.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
31.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
28.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
27.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
25.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
22.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
21.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
21.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
19.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
19.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
17.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
17.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
15.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
15.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
14.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
14.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
14.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
14.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
14.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
14.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
8.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
3.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
2.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 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.
PSMB9 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
12.0
Number of samples
207
Samples
Sample
Description
TPM
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
71.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
54.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
52.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
47.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
33.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
26.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
26.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
26.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
23.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
20.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
20.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
11.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
10.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
9.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
9.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
9.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
9.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
9.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
8.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
8.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
8.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
8.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
8.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
8.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
8.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
8.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
8.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
8.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
7.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
7.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
7.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
7.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
7.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
7.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
7.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
7.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
6.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
6.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
6.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
6.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
6.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
6.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
6.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
6.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
6.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
6.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
6.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
6.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
6.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
5.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
5.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
5.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
5.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
5.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
5.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
5.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
5.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
5.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
5.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
4.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
4.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
4.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
4.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
4.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
4.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
3.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
3.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
3.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
3.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
3.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
2.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
2.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
2.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
1.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
1.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
1.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.8
43192517-085e-450e-9481-0a6713_D3
Tumor
0.7
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.7
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.7
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.7
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.6
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.5
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.5
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.5
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.4
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
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Tumor
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
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Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
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Normal
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.5
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.5
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.5
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.6
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.6
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.7
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.8
e196a0b4-2a05-43de-bb30-ceb761_D2
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
