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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.
WWP1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
24.7
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
99.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
69.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
65.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
53.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
51.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
51.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
50.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
49.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
45.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
45.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
45.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
44.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
43.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
43.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
42.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
42.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
41.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
40.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
39.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
39.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
39.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
39.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
38.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
38.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
38.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
37.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
37.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
37.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
37.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
36.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
36.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
35.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
35.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
35.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
35.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
35.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
34.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
34.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
34.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
33.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
33.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
33.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
32.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
32.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
32.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
32.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
32.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
32.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
31.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
31.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
31.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
31.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
30.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
30.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
30.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
30.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
30.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
30.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
30.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
30.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
30.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
30.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
30.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
29.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
29.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
28.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
28.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
28.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
28.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
28.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
28.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
27.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
27.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
27.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
27.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
27.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
27.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
27.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
26.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
26.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
26.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
26.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
26.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
26.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
26.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
26.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
26.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
26.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
26.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
26.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
26.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
25.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
25.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
25.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
25.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
25.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
25.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
25.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
25.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
25.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
25.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
25.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
24.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
24.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
24.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
24.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
24.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
24.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
24.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
24.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
24.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
23.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
23.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
23.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
23.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
23.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
23.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
23.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
23.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
23.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
23.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
23.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
23.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
23.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
22.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
22.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
22.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
22.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
22.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
22.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
22.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
22.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
22.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
22.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
22.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
22.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
21.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
21.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
21.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
21.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
21.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
21.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
21.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
21.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
21.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
21.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
21.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
21.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
21.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
21.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
21.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
21.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
20.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
20.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
20.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
20.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
20.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
20.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
20.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
20.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
20.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
20.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
20.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
20.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
20.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
20.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
19.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
19.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
19.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
19.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
19.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
19.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
19.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
19.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
19.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
19.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
19.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
19.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
18.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
18.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
18.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
18.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
18.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
18.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
17.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
17.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
17.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
17.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
17.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
17.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
17.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
17.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
17.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
17.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
17.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
17.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
17.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
16.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
16.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
16.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
16.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
16.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
16.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
16.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
16.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
16.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
16.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
16.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
15.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
15.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
15.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
15.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
15.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
14.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
14.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
14.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
14.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
14.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
14.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
14.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
13.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
13.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
12.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
12.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
12.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
12.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
11.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.1
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.
WWP1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
43.8
Number of samples
486
Samples
Sample
Description
TPM
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
148.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
130.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
99.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
93.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
93.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
92.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
91.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
85.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
84.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
84.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
80.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
79.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
78.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
75.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
73.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
72.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
72.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
71.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
71.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
71.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
70.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
69.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
69.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
68.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
68.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
68.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
67.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
67.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
66.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
66.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
66.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
66.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
66.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
65.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
64.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
64.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
64.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
63.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
63.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
63.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
63.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
63.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
63.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
62.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
62.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
62.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
62.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
61.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
61.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
61.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
61.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
61.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
60.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
60.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
60.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
60.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
59.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
59.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
59.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
58.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
58.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
57.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
57.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
57.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
57.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
56.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
56.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
56.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
56.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
55.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
55.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
55.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
55.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
55.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
55.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
54.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
54.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
54.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
54.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
54.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
54.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
54.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
53.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
53.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
53.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
53.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
53.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
53.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
53.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
53.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
53.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
53.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
53.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
52.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
52.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
52.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
52.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
52.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
52.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
52.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
52.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
51.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
51.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
51.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
51.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
51.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
51.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
51.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
51.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
51.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
51.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
51.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
50.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
50.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
50.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
50.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
50.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
50.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
50.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
50.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
50.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
50.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
50.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
49.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
49.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
49.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
49.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
49.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
49.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
49.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
49.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
49.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
49.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
48.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
48.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
48.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
48.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
48.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
48.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
48.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
48.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
48.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
47.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
47.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
47.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
47.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
47.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
47.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
47.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
47.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
47.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
47.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
47.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
47.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
46.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
46.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
46.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
46.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
46.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
46.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
46.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
46.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
46.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
46.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
46.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
46.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
46.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
46.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
46.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
46.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
45.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
45.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
45.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
45.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
45.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
45.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
45.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
45.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
45.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
45.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
44.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
44.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
44.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
44.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
44.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
44.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
44.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
44.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
44.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
44.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
44.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
44.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
44.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
44.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
44.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
44.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
43.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
43.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
43.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
43.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
43.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
43.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
43.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
43.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
43.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
43.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
43.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
43.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
43.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
43.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
43.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
43.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
43.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
43.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
43.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
43.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
43.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
42.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
42.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
42.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
42.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
42.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
42.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
42.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
42.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
42.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
42.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
42.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
42.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
42.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
42.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
42.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
41.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
41.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
41.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
41.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
41.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
41.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
41.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
41.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
41.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
41.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
41.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
41.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
41.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
41.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
41.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
40.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
40.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
40.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
40.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
40.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
40.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
40.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
40.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
40.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
40.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
40.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
40.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
40.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
40.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
40.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
40.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
40.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
40.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
39.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
39.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
39.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
39.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
39.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
39.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
39.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
39.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
39.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
39.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
39.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
39.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
39.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
39.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
39.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
39.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
39.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
39.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
39.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
39.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
39.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
39.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
38.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
38.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
38.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
38.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
38.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
38.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
38.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
38.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
38.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
38.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
38.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
38.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
38.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
38.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
38.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
37.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
37.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
37.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
37.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
37.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
37.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
37.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
37.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
37.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
37.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
37.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
37.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
37.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
37.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
37.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
37.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
37.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
37.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
36.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
36.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
36.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
36.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
36.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
36.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
36.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
36.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
36.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
36.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
36.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
36.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
36.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
36.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
36.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
36.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
36.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
36.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
36.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
36.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
35.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
35.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
35.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
35.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
35.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
35.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
35.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
35.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
35.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
35.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
35.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
35.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
35.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
35.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
35.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
35.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
35.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
35.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
34.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
34.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
34.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
34.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
34.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
34.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
34.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
34.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
34.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
34.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
34.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
34.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
34.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
34.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
34.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
34.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
33.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
33.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
33.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
33.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
33.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
33.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
33.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
33.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
33.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
33.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
33.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
33.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
33.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
33.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
33.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
33.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
33.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
33.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
33.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
32.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
32.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
32.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
32.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
32.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
32.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
32.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
32.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
32.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
32.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
32.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
32.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
32.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
32.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
32.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
32.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
32.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
32.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
32.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
32.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
32.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
32.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
32.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
31.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
31.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
31.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
31.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
31.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
31.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
31.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
31.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
31.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
31.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
31.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
31.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
31.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
31.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
30.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
30.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
30.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
30.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
30.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
30.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
30.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
30.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
29.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
29.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
29.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
29.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
29.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
29.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
29.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
29.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
28.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
28.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
28.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
28.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
28.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
28.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
28.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
28.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
28.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
27.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
27.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
27.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
27.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
27.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
26.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
26.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
26.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
26.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
26.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
26.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
26.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
26.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
26.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
26.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
26.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
25.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
25.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
25.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
24.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
23.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
23.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
23.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
22.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
22.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
21.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
20.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.7
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.
WWP1 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
26.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
145.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
59.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
53.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
50.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
47.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
44.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
42.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
39.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
39.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
39.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
38.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
37.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
37.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
37.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
37.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
36.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
36.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
36.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
35.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
35.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
33.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
33.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
32.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
31.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
30.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
29.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
29.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
28.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
28.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
28.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
28.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
27.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
27.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
27.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
27.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
26.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
26.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
25.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
24.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
24.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
24.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
24.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
23.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
23.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
23.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
22.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
22.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
21.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
21.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
20.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
20.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
20.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
20.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
20.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
20.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
19.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
19.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
19.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
18.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
18.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
18.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
18.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
18.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
17.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
17.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
17.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
16.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
16.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
16.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
16.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
16.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
16.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
16.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
16.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
15.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
15.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
14.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
14.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
11.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
WWP1 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
43.4
Number of samples
207
Samples
Sample
Description
TPM
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
105.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
92.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
89.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
85.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
85.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
85.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
74.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
73.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
70.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
69.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
69.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
67.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
67.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
66.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
65.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
63.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
62.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
62.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
61.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
61.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
61.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
60.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
60.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
60.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
58.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
57.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
56.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
56.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
55.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
55.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
55.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
54.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
54.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
54.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
53.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
53.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
53.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
53.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
52.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
51.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
51.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
51.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
50.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
50.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
50.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
50.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
49.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
49.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
49.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
49.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
48.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
48.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
48.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
48.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
48.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
47.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
47.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
47.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
47.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
47.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
47.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
47.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
47.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
47.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
46.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
46.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
46.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
46.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
46.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
46.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
45.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
45.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
45.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
45.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
45.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
45.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
44.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
44.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
44.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
44.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
44.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
44.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
44.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
43.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
43.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
43.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
43.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
43.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
42.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
42.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
42.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
42.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
42.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
42.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
41.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
41.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
41.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
41.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
41.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
41.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
41.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
40.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
40.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
40.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
40.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
40.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
40.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
40.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
40.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
40.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
40.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
40.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
39.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
39.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
39.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
39.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
39.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
39.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
39.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
39.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
38.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
38.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
38.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
38.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
38.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
38.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
37.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
37.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
37.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
37.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
37.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
37.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
37.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
37.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
37.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
37.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
36.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
36.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
36.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
36.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
36.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
36.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
36.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
36.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
36.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
35.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
35.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
35.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
35.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
35.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
35.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
34.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
34.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
34.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
34.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
34.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
34.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
34.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
34.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
33.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
33.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
33.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
33.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
33.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
33.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
33.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
33.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
32.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
32.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
32.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
32.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
32.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
32.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
32.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
31.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
31.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
31.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
31.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
30.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
30.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
30.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
30.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
30.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
30.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
30.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
30.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
29.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
29.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
28.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
28.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
28.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
28.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
28.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
27.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
27.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
27.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
27.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
27.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
27.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
26.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
25.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
24.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
24.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
22.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
21.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
