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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.
ZNF581 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
24.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
75.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
61.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
51.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
49.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
49.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
47.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
46.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
46.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
45.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
45.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
45.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
44.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
43.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
42.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
42.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
41.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
41.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
41.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
40.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
39.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
39.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
39.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
38.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
37.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
36.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
36.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
35.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
35.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
35.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
35.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
34.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
34.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
34.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
34.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
34.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
34.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
33.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
33.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
33.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
33.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
33.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
32.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
32.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
31.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
31.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
31.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
31.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
31.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
31.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
31.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
31.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
31.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
30.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
30.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
30.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
30.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
30.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
30.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
30.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
30.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
29.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
29.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
29.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
29.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
29.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
29.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
29.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
28.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
28.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
28.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
28.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
28.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
28.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
28.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
28.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
27.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
27.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
27.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
27.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
27.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
27.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
27.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
27.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
27.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
27.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
27.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
27.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
27.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
26.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
26.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
26.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
26.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
26.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
26.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
26.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
26.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
26.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
25.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
25.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
25.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
25.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
25.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
25.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
25.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
25.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
25.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
25.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
24.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
24.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
24.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
24.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
24.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
24.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
24.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
24.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
24.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
24.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
24.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
23.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
23.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
23.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
23.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
23.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
23.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
23.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
23.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
23.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
23.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
23.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
23.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
22.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
22.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
22.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
22.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
22.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
22.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
22.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
22.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
22.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
21.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
21.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
21.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
21.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
21.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
21.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
21.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
21.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
21.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
21.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
21.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
21.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
21.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
21.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
21.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
21.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
21.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
21.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
20.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
20.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
20.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
20.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
20.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
20.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
20.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
20.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
20.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
20.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
20.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
20.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
20.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
20.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
20.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
20.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
20.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
20.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
19.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
19.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
19.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
19.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
19.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
19.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
19.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
19.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
19.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
18.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
18.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
18.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
18.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
18.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
18.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
18.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
18.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
18.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
18.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
18.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
18.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
18.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
18.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
17.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
17.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
17.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
17.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
17.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
17.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
17.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
17.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
16.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
16.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
16.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
16.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
16.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
16.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
16.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
16.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
15.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
15.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
15.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
15.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
15.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
15.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
15.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
15.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
14.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
14.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
12.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
12.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
12.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
8.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF581 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
16.1
Number of samples
486
Samples
Sample
Description
TPM
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
47.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
41.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
36.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
36.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
33.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
33.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
31.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
30.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
30.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
30.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
30.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
29.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
29.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
28.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
28.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
28.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
27.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
27.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
27.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
27.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
27.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
27.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
26.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
26.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
26.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
26.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
25.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
25.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
25.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
25.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
24.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
24.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
24.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
24.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
24.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
24.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
24.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
23.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
23.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
23.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
23.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
23.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
23.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
22.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
22.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
22.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
22.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
22.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
22.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
22.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
22.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
22.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
21.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
21.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
21.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
21.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
21.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
21.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
20.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
20.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
20.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
20.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
20.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
20.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
20.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
20.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
20.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
19.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
19.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
19.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
18.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
18.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
18.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
17.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
17.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
14.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
11.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
10.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
9.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
9.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
9.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
8.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
8.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
7.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
7.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
7.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
7.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
7.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
6.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
6.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
5.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF581 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
22.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
57.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
51.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
39.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
39.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
38.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
37.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
35.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
34.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
33.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
32.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
32.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
31.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
31.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
31.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
28.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
28.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
28.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
27.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
27.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
27.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
27.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
26.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
26.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
25.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
25.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
25.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
25.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
24.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
24.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
24.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
24.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
24.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
24.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
24.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
23.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
23.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
23.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
22.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
22.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
22.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
22.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
22.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
22.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
22.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
22.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
22.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
21.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
21.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
20.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
20.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
20.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
20.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
19.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
19.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
19.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
19.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
19.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
18.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
18.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
17.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
17.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
17.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
17.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
17.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
16.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
16.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
16.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
16.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
16.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
16.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
16.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
14.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
14.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
ZNF581 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.0
Number of samples
207
Samples
Sample
Description
TPM
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
34.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
31.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
26.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
23.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
21.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
21.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
20.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
17.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
17.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
15.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
10.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
10.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
9.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
9.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
8.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
8.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
7.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
6.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
6.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
6.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
5.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
4.6
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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
