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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.
RPS6KA4 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
25.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
61.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
54.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
49.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
48.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
45.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
45.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
44.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
43.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
43.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
42.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
42.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
41.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
41.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
40.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
40.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
40.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
38.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
37.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
37.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
37.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
37.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
36.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
36.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
36.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
36.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
36.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
36.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
36.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
35.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
35.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
35.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
35.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
35.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
35.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
35.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
34.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
34.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
34.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
34.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
34.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
34.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
33.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
33.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
33.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
33.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
33.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
33.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
33.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
33.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
33.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
33.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
32.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
32.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
32.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
32.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
32.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
32.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
32.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
32.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
32.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
32.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
31.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
31.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
31.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
31.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
31.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
31.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
31.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
30.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
30.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
30.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
30.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
30.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
29.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
29.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
29.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
29.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
29.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
29.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
29.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
29.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
28.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
28.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
28.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
28.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
28.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
28.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
28.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
28.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
28.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
28.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
27.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
27.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
27.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
27.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
27.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
27.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
27.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
27.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
27.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
26.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
26.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
26.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
26.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
26.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
26.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
26.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
26.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
26.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
26.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
25.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
25.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
25.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
25.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
25.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
25.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
25.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
25.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
25.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
25.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
25.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
25.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
25.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
25.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
24.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
24.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
24.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
24.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
24.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
24.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
24.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
24.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
24.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
24.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
24.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
24.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
23.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
23.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
23.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
23.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
23.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
23.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
23.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
23.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
23.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
23.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
23.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
23.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
22.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
22.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
22.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
22.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
22.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
22.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
22.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
22.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
22.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
22.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
22.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
22.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
22.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
22.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
22.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
22.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
21.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
21.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
21.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
21.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
21.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
21.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
21.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
20.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
20.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
20.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
20.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
20.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
19.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
19.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
19.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
19.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
19.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
19.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
19.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
19.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
19.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
19.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
19.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
19.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
19.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
19.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
19.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
18.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
18.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
18.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
18.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
18.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
18.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
18.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
18.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
18.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
18.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
18.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
18.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
18.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
18.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
18.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
17.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
17.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
17.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
17.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
17.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
16.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
16.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
16.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
16.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
16.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
16.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
16.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
16.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
16.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
16.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
16.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
15.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
15.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
14.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
13.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
10.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
RPS6KA4 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
11.9
Number of samples
486
Samples
Sample
Description
TPM
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
22.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
20.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
19.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
18.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
17.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
16.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
14.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
13.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
13.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
12.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
12.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
12.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
11.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
11.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
11.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
11.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
11.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
11.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
10.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
10.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
10.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
10.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
10.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
10.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
10.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
10.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
10.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
10.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
9.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
9.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
9.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
9.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
9.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
9.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
9.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
9.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
9.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
9.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
9.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
9.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
9.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
9.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
9.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
9.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
8.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
8.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
8.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
8.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
8.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
8.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
8.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
8.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
8.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
8.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
8.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
8.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
8.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
8.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
8.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
8.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
8.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
8.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
8.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
8.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
8.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
8.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
8.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
8.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
8.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
8.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
8.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
7.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
7.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
7.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
7.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
7.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
7.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
7.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
7.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
7.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
7.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
7.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
7.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
7.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
7.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
7.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
7.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
7.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
7.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
7.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
7.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
7.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
7.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
6.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
6.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
6.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
6.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
6.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
6.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
6.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
6.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
6.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
6.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
6.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
5.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
5.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
5.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
5.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
5.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
5.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
5.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
4.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
RPS6KA4 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
23.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
45.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
42.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
40.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
39.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
37.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
35.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
35.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
34.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
32.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
32.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
31.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
31.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
31.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
31.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
31.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
30.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
30.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
30.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
29.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
28.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
28.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
27.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
27.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
26.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
26.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
26.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
26.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
26.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
26.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
26.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
25.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
25.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
25.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
25.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
25.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
25.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
25.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
24.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
24.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
24.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
24.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
23.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
23.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
23.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
23.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
23.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
22.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
21.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
21.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
21.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
21.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
21.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
21.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
21.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
19.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
19.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
19.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
19.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
19.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
18.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
18.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
18.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
18.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
17.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
17.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
17.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
16.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
16.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
16.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
15.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
14.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
14.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
14.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
13.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
13.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 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.
RPS6KA4 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
10.6
Number of samples
207
Samples
Sample
Description
TPM
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
23.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
17.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
17.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
12.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
11.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
10.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
10.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
10.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
10.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
9.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
9.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
9.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
9.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
9.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
8.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
8.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
8.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
8.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
8.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
8.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
8.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
7.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
7.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
7.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
7.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
7.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
7.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
7.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
7.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
6.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
6.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
6.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
6.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
6.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
6.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
6.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
6.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
6.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
6.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
5.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
5.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
5.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
5.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
5.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
5.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
5.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
4.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
4.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
4.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
4.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
3.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.9
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.8
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.7
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.7
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.7
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.7
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.7
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.6
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.5
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.5
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.4
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.4
b2400046-1d25-429d-a821-6040a6
Tumor
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.5
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.6
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.6
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.6
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.6
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.7
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.7
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.7
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.7
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.7
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.9
411d9597-c785-4de5-b449-29a80d_D2
Normal
-1.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-1.2
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
