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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.
PRUNE1 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
13.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
32.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
30.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
29.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
29.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
26.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
24.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
24.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
23.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
23.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
22.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
22.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
21.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
20.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
20.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
20.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
20.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
19.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
19.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
19.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
19.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
19.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
18.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
18.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
18.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
18.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
18.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
18.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
18.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
18.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
17.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
17.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
17.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
17.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
16.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
16.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
16.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
16.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
16.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
16.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
16.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
15.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
15.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
15.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
15.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
15.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
15.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
15.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
15.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
15.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
15.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
15.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
14.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
14.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
14.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
14.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
14.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
14.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
13.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
13.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
13.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
13.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
13.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
13.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
12.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
12.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
12.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
12.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
12.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
12.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
12.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
11.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
11.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
11.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
11.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
11.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
10.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
8.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
7.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
PRUNE1 is potential prognostic, high expression is favorable 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
16.1
Number of samples
486
Samples
Sample
Description
TPM
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
31.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
31.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
30.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
30.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
29.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
28.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
27.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
27.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
27.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
26.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
26.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
25.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
25.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
25.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
24.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
24.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
24.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
24.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
24.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
24.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
24.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
24.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
24.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
23.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
23.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
23.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
23.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
23.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
23.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
22.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
22.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
22.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
22.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
22.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
21.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
21.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
21.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
21.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
20.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
20.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
20.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
20.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
20.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
20.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
19.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
19.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
17.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
16.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
14.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
11.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
11.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
10.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
10.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
10.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
10.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
6.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
PRUNE1 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
14.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
28.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
26.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
23.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
22.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
22.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
22.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
22.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
22.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
21.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
20.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
19.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
19.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
18.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
18.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
18.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
18.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
17.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
17.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
17.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
17.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
17.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
17.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
16.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
16.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
16.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
15.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
15.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
15.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
15.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
15.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
15.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
14.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
14.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
14.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
13.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
13.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
13.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
12.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PRUNE1 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
14.6
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
34.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
33.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
27.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
25.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
24.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
23.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
22.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
21.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
20.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
20.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
18.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
18.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
8.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
41a04113-2061-4923-bca5-da586c_D2
Normal
1.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
1.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
1.0
b2400046-1d25-429d-a821-6040a6
Tumor
0.9
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.9
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.8
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.8
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.8
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.8
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.7
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.7
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.7
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.6
8cc7e656-0152-4359-8566-0581c3
Tumor
0.6
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.6
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.6
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.6
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.6
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.6
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.6
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.5
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.5
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.5
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.5
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.5
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.5
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.5
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.4
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.4
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.5
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.5
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.5
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.5
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.5
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.6
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.6
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.6
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.6
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.6
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.7
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.7
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.7
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.7
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.8
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-1.0
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
