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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.
RPS6KA2 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
6.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
32.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
21.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
19.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
17.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
16.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
15.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
10.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
10.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
8.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
6.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
5.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
4.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
4.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
3.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
3.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
3.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
2.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
2.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
2.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
2.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
2.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
1.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
1.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
1.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
1.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
1.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
1.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
0.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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.
RPS6KA2 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
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
32.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
32.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
31.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
30.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
28.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
28.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
27.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
27.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
26.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
26.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
26.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
25.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
25.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
24.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
23.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
23.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
23.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
21.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
21.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
21.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
20.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
20.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
19.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
18.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
18.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
15.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
13.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
12.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
12.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
10.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
10.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
10.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
10.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
10.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
10.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
10.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
9.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
9.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
9.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
9.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
9.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
9.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
9.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
9.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
9.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
9.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
9.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
9.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
9.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
9.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
9.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
8.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
8.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
8.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
8.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
8.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
8.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
8.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
8.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
8.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
8.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
8.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
8.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
8.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
8.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
8.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
8.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
8.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
8.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
7.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
7.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
7.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
7.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
7.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
7.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
7.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
7.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
7.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
7.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
7.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
7.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
7.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
7.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
7.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
7.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
7.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
7.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
7.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
7.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
7.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
7.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
7.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
7.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
7.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
7.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
7.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
7.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
7.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
7.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
7.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
7.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
7.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
6.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
6.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
6.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
6.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
6.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
6.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
6.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
6.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
6.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
6.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
6.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
6.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
6.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
6.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
6.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
6.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
6.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
6.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
6.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
6.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
6.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
6.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
6.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
6.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
6.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
6.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
6.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
6.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
5.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
5.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
5.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
5.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
5.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
5.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
5.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
5.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
5.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
5.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
5.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
5.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
5.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
5.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
5.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
4.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
4.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
4.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
4.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
4.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
4.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
4.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
3.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
3.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
3.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
3.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
3.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
3.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
2.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
2.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
2.8
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.
RPS6KA2 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
5.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
29.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
7.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
4.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
3.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
2.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
1.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
RPS6KA2 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
11.3
Number of samples
207
Samples
Sample
Description
TPM
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
42.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
26.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
24.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
24.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
23.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
21.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
19.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
19.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
15.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
10.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
10.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
9.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
9.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
9.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
9.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
9.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
9.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
9.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
8.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
8.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
8.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
8.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
8.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
8.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
8.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
8.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
7.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
7.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
7.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
7.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
7.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
7.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
7.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
7.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
7.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
7.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
7.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
6.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
6.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
6.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
6.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
6.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
6.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
6.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
6.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
6.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
6.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
6.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
5.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
5.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
5.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
5.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
5.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
5.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
5.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
5.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
5.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
5.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
5.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
5.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
5.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
5.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
4.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
4.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
4.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
3.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
1.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
