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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.
PRKRA is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
24.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
56.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
45.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
43.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
40.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
40.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
39.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
38.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
37.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
37.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
36.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
35.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
35.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
35.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
35.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
34.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
34.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
34.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
34.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
34.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
33.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
33.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
33.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
33.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
33.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
33.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
32.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
32.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
32.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
31.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
31.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
31.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
31.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
31.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
31.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
31.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
31.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
30.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
30.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
30.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
30.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
29.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
29.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
29.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
29.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
29.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
29.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
29.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
29.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
28.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
28.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
28.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
28.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
28.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
28.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
28.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
27.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
27.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
27.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
27.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
27.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
27.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
27.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
27.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
27.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
27.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
27.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
27.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
27.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
27.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
26.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
26.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
26.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
26.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
26.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
26.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
26.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
26.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
26.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
26.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
26.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
26.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
26.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
26.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
26.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
26.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
26.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
26.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
26.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
26.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
26.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
26.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
25.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
25.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
25.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
25.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
25.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
25.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
25.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
25.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
25.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
25.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
25.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
25.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
25.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
25.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
24.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
24.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
24.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
24.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
24.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
24.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
24.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
24.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
24.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
24.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
24.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
24.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
24.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
24.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
23.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
23.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
23.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
23.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
23.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
23.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
23.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
23.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
23.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
23.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
23.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
23.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
23.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
22.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
22.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
22.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
22.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
22.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
22.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
22.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
22.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
22.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
22.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
22.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
22.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
22.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
22.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
22.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
22.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
22.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
22.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
22.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
21.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
21.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
21.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
21.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
21.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
21.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
21.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
21.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
21.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
21.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
21.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
21.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
21.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
21.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
21.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
21.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
21.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
21.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
21.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
20.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
20.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
20.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
20.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
20.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
20.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
20.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
20.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
20.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
20.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
20.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
20.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
20.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
20.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
20.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
20.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
20.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
20.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
20.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
19.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
19.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
19.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
19.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
19.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
19.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
19.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
19.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
19.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
19.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
19.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
19.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
19.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
19.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
19.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
19.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
18.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
18.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
18.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
18.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
18.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
18.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
18.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
18.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
18.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
18.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
18.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
18.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
18.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
18.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
18.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
18.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
18.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
18.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
18.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
17.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
17.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
17.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
17.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
17.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
17.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
16.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
16.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
16.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
16.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
16.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
16.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
16.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
15.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
14.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
13.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
13.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
PRKRA 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
19.1
Number of samples
486
Samples
Sample
Description
TPM
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
52.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
39.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
39.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
37.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
36.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
34.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
33.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
33.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
32.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
32.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
31.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
31.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
31.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
30.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
30.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
30.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
29.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
29.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
29.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
29.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
29.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
29.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
29.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
29.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
29.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
28.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
28.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
28.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
28.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
28.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
28.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
28.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
28.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
27.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
27.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
27.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
27.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
27.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
27.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
26.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
26.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
26.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
26.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
26.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
26.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
26.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
26.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
26.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
26.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
25.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
25.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
25.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
25.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
25.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
25.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
25.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
25.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
25.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
25.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
25.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
25.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
25.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
25.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
25.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
25.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
25.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
24.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
24.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
24.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
24.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
24.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
24.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
24.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
24.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
24.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
24.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
24.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
24.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
24.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
24.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
24.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
23.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
23.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
23.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
23.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
23.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
23.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
23.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
23.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
23.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
23.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
23.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
23.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
23.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
23.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
23.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
22.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
22.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
22.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
22.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
22.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
22.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
22.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
22.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
22.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
22.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
22.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
22.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
21.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
21.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
21.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
21.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
21.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
21.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
21.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
21.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
21.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
21.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
21.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
21.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
21.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
21.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
21.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
20.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
20.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
20.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
20.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
20.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
19.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
19.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
19.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
19.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
19.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
19.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
19.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
18.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
18.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
18.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
18.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
17.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
16.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
10.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
9.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
8.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
7.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
7.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
7.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
6.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
6.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
6.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
4.0
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PRKRA 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
25.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
48.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
46.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
46.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
40.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
40.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
37.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
35.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
35.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
34.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
34.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
34.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
33.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
33.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
32.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
31.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
31.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
30.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
30.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
30.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
29.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
29.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
29.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
29.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
28.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
27.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
27.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
27.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
27.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
26.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
26.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
26.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
26.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
25.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
25.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
25.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
25.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
25.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
25.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
24.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
24.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
24.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
24.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
24.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
24.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
24.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
23.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
23.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
23.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
23.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
23.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
23.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
23.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
23.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
23.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
23.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
22.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
22.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
22.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
22.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
22.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
21.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
21.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
21.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
21.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
21.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
21.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
21.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
20.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
20.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
20.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
19.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
19.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
19.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
18.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
18.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
18.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
17.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
17.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
17.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
16.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
16.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
16.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
14.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PRKRA 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
16.1
Number of samples
207
Samples
Sample
Description
TPM
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
31.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
30.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
30.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
29.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
29.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
27.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
27.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
27.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
26.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
26.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
25.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
24.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
24.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
24.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
24.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
24.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
24.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
23.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
23.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
23.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
22.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
22.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
22.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
22.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
22.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
22.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
22.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
21.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
21.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
21.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
21.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
21.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
20.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
20.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
20.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
20.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
20.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
19.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
19.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
9.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
8.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
8.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
7.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
7.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
4.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
3.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
3.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.6
b2400046-1d25-429d-a821-6040a6
Tumor
0.6
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.6
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.5
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.5
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.5
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
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Tumor
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
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Normal
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
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Normal
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
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Tumor
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
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Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
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Normal
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
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Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
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Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
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Normal
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.4
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.7
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
