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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.
NREP 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
22.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
104.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
84.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
78.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
72.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
65.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
60.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
60.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
58.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
54.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
52.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
51.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
50.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
49.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
47.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
47.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
47.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
46.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
45.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
45.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
45.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
44.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
44.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
43.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
43.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
42.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
40.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
40.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
40.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
39.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
38.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
38.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
38.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
37.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
37.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
37.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
36.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
36.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
36.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
35.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
35.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
35.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
34.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
34.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
34.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
33.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
33.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
33.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
33.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
32.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
32.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
31.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
31.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
31.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
30.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
29.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
29.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
29.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
29.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
29.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
29.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
29.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
29.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
29.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
28.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
28.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
28.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
28.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
28.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
27.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
27.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
27.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
27.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
27.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
26.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
26.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
26.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
26.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
26.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
26.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
26.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
26.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
25.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
25.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
25.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
25.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
24.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
24.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
24.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
24.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
23.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
23.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
23.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
23.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
23.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
23.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
23.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
23.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
23.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
23.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
23.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
22.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
22.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
22.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
22.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
22.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
22.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
22.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
22.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
21.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
21.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
21.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
21.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
21.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
21.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
21.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
21.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
21.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
20.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
20.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
20.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
20.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
20.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
20.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
20.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
20.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
20.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
20.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
20.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
20.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
19.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
19.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
19.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
19.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
19.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
19.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
19.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
18.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
18.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
18.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
18.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
18.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
18.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
18.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
17.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
17.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
17.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
17.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
17.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
17.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
17.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
16.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
16.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
16.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
16.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
16.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
15.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
15.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
15.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
15.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
15.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
15.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
15.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
14.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
14.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
14.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
14.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
14.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
14.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
14.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
14.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
14.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
13.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
13.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
13.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
12.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
12.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
12.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
12.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
11.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NREP 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
36.4
Number of samples
486
Samples
Sample
Description
TPM
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
134.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
107.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
102.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
102.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
98.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
91.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
89.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
88.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
87.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
86.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
84.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
82.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
78.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
75.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
75.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
74.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
74.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
71.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
71.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
71.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
70.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
70.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
69.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
68.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
67.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
67.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
66.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
66.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
65.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
64.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
64.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
64.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
63.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
62.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
62.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
61.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
61.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
61.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
61.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
60.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
59.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
59.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
59.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
59.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
59.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
58.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
58.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
58.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
57.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
57.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
56.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
56.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
56.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
56.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
55.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
55.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
55.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
55.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
55.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
55.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
54.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
54.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
54.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
54.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
53.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
53.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
53.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
53.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
53.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
53.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
52.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
52.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
52.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
52.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
51.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
51.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
51.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
51.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
50.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
50.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
50.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
50.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
50.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
50.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
50.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
50.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
50.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
49.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
49.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
49.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
48.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
48.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
48.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
48.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
48.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
48.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
47.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
47.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
47.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
47.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
46.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
46.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
46.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
46.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
46.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
46.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
46.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
46.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
46.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
46.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
46.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
46.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
46.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
46.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
46.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
46.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
45.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
45.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
45.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
45.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
45.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
45.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
45.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
44.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
44.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
44.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
44.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
44.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
44.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
44.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
44.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
44.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
43.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
43.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
43.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
43.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
43.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
43.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
43.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
42.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
42.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
42.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
42.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
42.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
42.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
42.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
42.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
42.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
42.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
42.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
41.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
41.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
41.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
41.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
41.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
41.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
41.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
41.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
41.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
41.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
41.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
40.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
40.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
40.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
40.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
40.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
40.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
40.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
40.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
40.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
40.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
40.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
40.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
40.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
39.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
39.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
39.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
39.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
39.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
39.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
39.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
39.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
39.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
38.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
38.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
38.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
38.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
38.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
38.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
38.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
38.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
38.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
38.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
38.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
38.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
38.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
37.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
37.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
37.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
37.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
37.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
37.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
37.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
37.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
37.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
37.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
36.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
36.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
36.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
36.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
36.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
36.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
35.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
35.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
35.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
35.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
35.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
35.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
35.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
35.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
35.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
35.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
34.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
34.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
34.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
34.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
34.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
34.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
34.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
34.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
34.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
34.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
34.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
34.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
34.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
33.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
33.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
33.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
33.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
33.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
33.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
33.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
33.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
33.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
33.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
33.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
33.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
33.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
32.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
32.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
32.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
32.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
32.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
32.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
32.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
32.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
32.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
32.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
32.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
31.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
31.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
31.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
31.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
31.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
31.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
31.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
30.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
30.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
30.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
30.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
30.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
30.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
29.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
29.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
29.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
29.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
29.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
29.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
29.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
29.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
29.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
29.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
29.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
29.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
29.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
29.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
29.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
29.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
29.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
29.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
28.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
28.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
28.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
28.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
28.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
28.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
28.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
28.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
28.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
28.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
28.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
28.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
27.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
27.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
27.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
27.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
27.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
27.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
27.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
27.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
27.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
27.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
27.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
27.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
27.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
27.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
27.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
27.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
27.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
27.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
27.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
26.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
26.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
26.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
26.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
26.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
26.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
26.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
26.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
26.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
26.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
26.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
26.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
26.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
26.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
26.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
26.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
25.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
25.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
25.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
25.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
25.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
25.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
25.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
25.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
25.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
25.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
25.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
25.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
25.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
25.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
25.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
24.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
24.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
24.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
24.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
24.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
24.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
24.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
24.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
24.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
24.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
24.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
24.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
24.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
23.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
23.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
23.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
23.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
23.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
23.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
23.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
23.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
23.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
23.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
23.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
23.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
22.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
22.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
22.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
22.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
22.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
22.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
22.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
22.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
22.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
22.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
22.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
21.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
21.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
21.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
21.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
21.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
20.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
20.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
20.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
20.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
20.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
20.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
19.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
19.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
18.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
18.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
15.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
11.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
10.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
9.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
9.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
8.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
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.
NREP 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
25.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
87.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
83.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
74.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
63.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
52.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
50.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
47.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
47.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
47.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
44.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
41.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
39.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
38.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
37.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
37.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
36.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
35.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
35.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
34.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
33.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
32.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
31.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
31.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
28.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
27.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
27.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
26.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
25.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
25.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
25.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
24.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
24.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
24.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
24.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
23.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
23.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
23.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
22.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
22.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
22.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
22.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
21.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
21.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
21.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
21.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
20.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
20.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
19.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
19.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
18.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
18.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
18.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
18.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
18.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
17.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
17.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
17.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
17.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
17.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
17.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
17.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
17.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
16.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
16.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
16.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
16.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
16.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
16.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
15.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
14.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
14.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.8
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.
NREP 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
35.9
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
142.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
98.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
95.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
88.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
87.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
86.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
77.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
76.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
72.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
72.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
69.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
69.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
67.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
65.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
65.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
64.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
63.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
62.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
60.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
60.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
60.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
59.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
59.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
57.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
57.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
56.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
56.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
55.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
55.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
55.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
55.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
54.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
53.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
52.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
51.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
51.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
50.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
50.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
50.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
50.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
49.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
49.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
49.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
48.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
48.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
48.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
47.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
47.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
47.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
46.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
46.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
45.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
45.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
42.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
41.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
41.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
41.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
41.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
41.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
41.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
40.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
40.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
40.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
39.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
39.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
39.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
39.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
39.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
39.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
38.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
38.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
38.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
38.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
38.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
38.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
38.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
37.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
37.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
37.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
37.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
36.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
36.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
36.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
36.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
35.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
35.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
35.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
34.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
34.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
33.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
33.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
32.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
32.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
32.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
31.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
31.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
31.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
31.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
31.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
30.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
30.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
30.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
30.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
30.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
30.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
30.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
30.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
29.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
29.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
29.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
29.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
29.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
29.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
29.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
29.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
28.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
28.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
28.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
28.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
28.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
28.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
28.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
28.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
27.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
27.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
27.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
27.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
27.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
27.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
27.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
27.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
27.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
26.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
26.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
26.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
26.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
26.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
26.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
25.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
25.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
25.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
25.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
25.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
24.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
24.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
24.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
24.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
23.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
23.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
23.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
23.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
23.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
23.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
22.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
22.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
22.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
21.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
21.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
21.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
21.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
21.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
21.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
20.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
19.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
19.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
18.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
18.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.7
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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
