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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.
PRADC1 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
19.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
59.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
53.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
38.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
38.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
38.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
36.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
35.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
34.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
33.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
33.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
33.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
32.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
32.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
32.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
32.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
32.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
31.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
31.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
31.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
30.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
30.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
30.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
30.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
29.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
28.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
28.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
28.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
28.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
28.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
27.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
27.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
27.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
27.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
26.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
26.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
26.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
26.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
26.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
26.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
25.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
25.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
25.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
25.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
25.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
25.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
25.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
25.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
24.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
24.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
24.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
24.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
24.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
23.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
23.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
23.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
23.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
23.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
23.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
23.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
23.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
23.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
23.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
22.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
22.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
22.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
22.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
22.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
22.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
22.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
22.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
22.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
22.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
22.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
22.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
21.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
21.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
21.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
21.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
21.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
21.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
21.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
20.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
20.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
20.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
20.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
20.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
20.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
20.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
20.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
20.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
20.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
20.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
20.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
20.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
20.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
19.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
19.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
19.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
19.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
19.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
19.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
19.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
19.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
19.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
19.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
19.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
19.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
19.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
19.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
19.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
19.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
19.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
19.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
18.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
18.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
18.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
18.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
18.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
18.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
18.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
18.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
18.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
18.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
18.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
18.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
18.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
18.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
18.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
18.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
18.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
18.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
18.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
18.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
17.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
17.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
17.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
17.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
17.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
17.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
17.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
17.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
17.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
17.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
17.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
17.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
17.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
17.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
17.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
17.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
17.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
17.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
17.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
17.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
17.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
17.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
16.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
16.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
16.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
16.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
16.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
16.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
16.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
16.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
15.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
15.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
15.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
15.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
15.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
15.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
15.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
15.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
15.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
15.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
15.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
15.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
14.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
14.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
14.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
14.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
14.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
14.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
14.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
14.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
14.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
14.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
14.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
13.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
13.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
13.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
12.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
12.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
12.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
11.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
10.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 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.
PRADC1 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
12.1
Number of samples
486
Samples
Sample
Description
TPM
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
32.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
28.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
28.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
23.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
23.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
23.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
22.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
22.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
22.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
22.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
21.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
21.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
20.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
19.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
18.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
16.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
14.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
11.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
11.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
11.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
11.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
10.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
10.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
10.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
10.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
10.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
10.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
10.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
10.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
10.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
10.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
10.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
10.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
10.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
10.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
10.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
10.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
9.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
9.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
9.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
9.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
9.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
9.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
9.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
9.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
9.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
9.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
9.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
9.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
9.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
9.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
8.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
8.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
8.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
8.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
8.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
8.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
8.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
8.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
8.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
8.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
8.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
8.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
8.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
8.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
8.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
8.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
8.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
8.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
8.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
8.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
8.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
8.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
8.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
8.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
8.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
8.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
8.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
7.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
7.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
7.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
7.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
7.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
7.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
7.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
7.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
7.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
7.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
7.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
7.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
7.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
7.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
7.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
7.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
6.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
6.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
6.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
6.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
6.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
6.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
6.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
6.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
6.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
6.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
6.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
6.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
6.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
6.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
6.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
6.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
5.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
5.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
5.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
5.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
4.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
4.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
4.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
4.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.9
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.
PRADC1 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
18.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
49.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
47.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
42.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
42.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
36.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
34.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
34.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
34.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
28.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
27.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
26.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
25.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
25.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
25.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
23.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
23.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
23.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
23.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
23.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
23.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
23.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
22.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
22.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
22.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
22.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
22.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
21.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
21.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
20.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
20.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
20.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
20.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
19.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
19.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
19.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
19.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
19.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
18.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
18.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
18.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
17.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
17.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
17.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
17.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
17.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
17.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
16.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
16.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
16.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
16.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
16.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
15.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
13.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
13.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
12.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
11.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
10.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 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.
PRADC1 is potential prognostic, high expression is unfavorable in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.7
Number of samples
207
Samples
Sample
Description
TPM
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
22.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
16.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
16.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
10.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
10.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
10.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
10.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
9.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
9.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
9.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
9.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
8.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
8.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
8.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
8.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
8.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
8.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
8.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
8.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
8.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
8.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
7.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
7.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
7.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
7.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
7.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
7.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
7.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
7.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
7.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
7.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
7.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
7.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
7.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
7.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
6.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
6.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
6.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
6.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
6.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
6.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
6.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
6.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
6.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
6.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
6.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
5.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
5.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
5.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
4.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
4.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
4.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
4.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
