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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.
PPIE 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
19.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
62.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
40.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
37.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
37.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
37.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
33.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
32.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
31.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
30.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
30.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
29.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
29.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
29.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
29.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
28.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
28.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
28.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
27.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
27.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
27.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
27.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
27.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
26.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
26.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
26.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
26.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
26.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
26.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
26.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
26.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
25.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
25.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
25.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
25.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
25.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
25.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
25.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
25.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
25.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
25.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
25.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
25.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
24.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
24.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
24.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
24.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
24.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
24.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
24.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
24.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
24.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
24.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
24.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
24.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
24.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
24.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
23.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
23.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
23.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
23.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
23.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
23.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
23.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
23.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
23.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
23.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
23.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
23.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
23.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
23.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
22.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
22.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
22.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
22.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
22.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
22.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
22.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
22.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
22.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
22.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
22.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
22.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
21.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
21.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
21.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
21.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
21.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
21.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
21.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
21.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
21.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
21.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
21.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
21.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
21.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
21.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
21.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
20.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
20.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
20.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
20.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
20.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
20.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
20.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
20.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
20.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
20.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
20.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
20.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
20.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
20.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
20.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
20.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
20.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
19.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
19.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
19.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
19.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
19.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
19.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
19.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
19.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
19.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
19.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
19.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
19.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
18.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
18.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
18.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
18.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
18.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
18.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
18.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
18.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
18.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
18.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
18.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
18.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
18.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
18.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
18.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
18.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
18.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
18.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
18.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
18.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
17.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
17.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
17.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
17.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
17.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
17.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
17.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
17.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
17.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
16.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
16.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
16.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
16.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
16.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
16.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
16.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
16.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
16.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
16.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
16.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
15.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
15.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
15.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
15.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
15.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
15.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
15.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
15.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
15.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
15.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
15.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
15.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
15.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
15.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
15.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
14.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
14.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
14.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
14.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
14.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
14.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
14.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
14.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
14.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
14.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
14.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
13.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
13.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
13.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
13.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
13.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
9.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 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.
PPIE is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.5
Number of samples
486
Samples
Sample
Description
TPM
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
67.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
29.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
25.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
24.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
22.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
20.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
19.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
19.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
15.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
14.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
13.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
13.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
12.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
11.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
11.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
11.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
10.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
10.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
10.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
10.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
10.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
10.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
10.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
10.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
9.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
9.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
9.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
9.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
9.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
9.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
9.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
9.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
9.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
9.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
9.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
9.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
9.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
9.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
9.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
9.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
9.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
8.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
8.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
8.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
8.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
8.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
8.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
8.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
8.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
8.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
8.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
8.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
8.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
8.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
8.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
8.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
8.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
8.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
8.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
7.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
7.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
7.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
7.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
7.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
7.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
7.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
7.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
7.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
7.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
7.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
7.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
7.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
7.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
7.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
7.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
7.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
7.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
7.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
6.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
6.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
6.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
6.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
6.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
6.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
6.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
6.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
6.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
6.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
6.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
6.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
6.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
6.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
6.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
6.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
6.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
6.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
6.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
6.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
5.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
5.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
5.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
5.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
5.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
5.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
5.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
5.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
5.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
5.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
5.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
5.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
4.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
3.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
PPIE 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
19.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
32.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
31.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
30.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
30.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
29.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
29.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
28.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
28.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
28.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
28.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
27.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
27.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
27.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
26.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
26.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
26.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
26.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
26.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
25.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
25.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
24.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
24.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
24.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
24.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
23.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
23.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
23.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
23.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
22.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
22.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
22.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
22.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
22.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
21.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
21.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
21.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
20.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
20.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
20.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
20.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
20.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
20.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
19.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
19.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
19.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
18.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
18.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
18.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
18.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
18.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
18.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
18.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
17.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
17.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
17.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
17.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
17.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
16.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
15.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
15.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
14.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
14.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
14.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
13.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PPIE is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.0
Number of samples
207
Samples
Sample
Description
TPM
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
45.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
34.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
14.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
9.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
9.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
9.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
9.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
9.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
8.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
8.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
8.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
8.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
7.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
7.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
6.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
6.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
6.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
6.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
6.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
6.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
6.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
5.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
4.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
4.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.6
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.6
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.6
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.5
b2400046-1d25-429d-a821-6040a6
Tumor
0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.5
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
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Tumor
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
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Tumor
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.5
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.5
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
