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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.
PRAF2 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
13.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
57.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
46.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
39.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
36.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
36.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
35.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
35.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
34.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
33.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
31.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
31.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
28.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
28.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
27.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
27.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
27.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
26.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
26.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
26.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
26.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
25.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
25.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
25.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
25.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
23.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
23.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
23.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
23.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
23.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
22.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
22.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
22.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
22.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
22.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
22.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
22.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
21.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
21.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
21.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
20.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
20.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
20.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
20.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
19.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
19.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
19.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
19.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
19.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
19.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
19.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
19.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
19.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
19.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
18.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
18.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
18.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
18.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
18.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
18.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
18.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
18.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
17.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
17.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
17.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
17.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
17.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
16.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
16.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
16.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
16.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
16.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
16.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
16.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
16.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
16.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
16.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
16.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
15.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
15.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
14.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
14.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
14.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
14.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
13.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
13.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
13.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
13.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
13.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
12.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
12.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
11.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
11.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
11.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
10.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
4.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
3.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
2.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
2.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
0.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 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.
PRAF2 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
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
34.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
34.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
27.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
27.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
26.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
26.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
24.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
24.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
24.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
22.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
22.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
22.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
22.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
21.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
21.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
21.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
21.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
21.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
20.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
18.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
14.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
12.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
11.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
11.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
10.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
10.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
10.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
10.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
10.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
10.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
10.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
10.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
9.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
9.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
9.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
9.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
9.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
9.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
9.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
9.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
9.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
9.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
9.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
9.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
9.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
9.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
9.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
9.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
9.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
9.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
9.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
9.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
8.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
8.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
8.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
8.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
8.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
8.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
8.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
8.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
8.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
8.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
8.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
8.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
8.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
8.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
8.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
8.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
8.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
8.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
8.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
8.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
8.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
8.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
8.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
8.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
8.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
8.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
8.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
8.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
8.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
7.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
7.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
7.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
7.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
7.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
7.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
7.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
7.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
7.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
7.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
7.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
7.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
7.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
7.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
7.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
7.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
7.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
7.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
7.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
7.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
7.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
7.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
7.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
7.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
7.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
7.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
7.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
7.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
7.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
7.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
6.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
6.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
6.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
6.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
6.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
6.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
6.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
6.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
6.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
6.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
6.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
6.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
6.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
6.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
6.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
6.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
6.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
6.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
6.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
6.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
6.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
6.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
6.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
6.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
6.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
6.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
6.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
6.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
6.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
6.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
5.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
5.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
5.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
5.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
5.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
5.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
5.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
5.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
5.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
5.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
5.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
5.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
5.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
5.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
5.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
5.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
5.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
5.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
5.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
5.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
4.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
4.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
4.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
4.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
4.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
4.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
4.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
4.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
4.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
4.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
4.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
4.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
4.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
4.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
4.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
4.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
4.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
3.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
3.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
3.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
3.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
3.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
2.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PRAF2 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
13.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
30.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
28.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
27.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
27.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
26.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
25.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
24.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
24.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
23.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
22.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
22.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
21.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
21.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
21.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
20.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
20.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
20.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
18.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
18.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
18.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
18.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
17.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
17.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
17.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
17.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
16.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
15.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
14.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
13.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
13.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
12.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
12.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
10.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
10.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
10.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
8.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
5.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
3.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 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.
PRAF2 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.2
Number of samples
207
Samples
Sample
Description
TPM
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
34.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
33.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
25.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
24.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
20.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
20.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
19.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
10.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
10.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
9.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
9.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
9.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
8.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
8.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
8.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
8.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
8.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
7.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
7.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
7.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
7.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
7.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
7.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
7.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
7.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
7.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
7.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
7.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
6.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
6.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
6.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
6.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
6.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
6.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
6.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
6.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
6.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
6.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
6.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
6.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
6.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
6.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
6.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
6.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
6.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
5.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
5.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
5.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
5.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
5.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
5.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
5.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
5.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
5.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
5.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
4.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
4.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
4.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
4.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
4.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
4.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
4.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
4.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
4.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
3.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
2.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
1.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
1.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
1.7
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
1.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.9
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.8
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.8
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.8
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.7
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.7
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.7
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.7
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.7
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.7
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.7
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.7
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.6
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.6
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.6
b2400046-1d25-429d-a821-6040a6
Tumor
0.6
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.6
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.6
1c070992-647b-4173-a481-904c4d_D2
Normal
0.5
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.5
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.5
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.5
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.5
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.5
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.5
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.5
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.5
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.5
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.5
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.5
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
0.4
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.4
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.5
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.5
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.7
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.7
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.7
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.7
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.7
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.7
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.7
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.9
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-1.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-1.1
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
