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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.
ZNF444 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
18.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
42.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
40.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
39.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
37.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
35.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
34.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
34.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
32.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
31.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
30.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
30.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
30.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
30.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
30.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
30.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
29.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
28.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
28.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
28.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
28.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
28.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
28.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
28.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
27.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
27.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
27.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
27.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
27.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
26.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
26.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
26.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
26.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
26.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
26.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
26.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
25.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
25.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
25.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
25.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
25.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
25.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
25.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
25.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
25.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
24.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
24.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
24.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
24.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
24.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
24.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
24.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
23.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
23.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
23.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
23.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
23.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
22.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
22.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
22.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
22.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
22.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
22.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
22.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
22.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
22.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
22.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
22.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
22.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
21.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
21.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
21.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
21.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
21.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
21.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
20.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
20.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
20.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
20.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
20.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
20.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
20.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
20.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
20.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
20.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
20.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
20.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
20.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
20.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
20.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
20.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
19.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
19.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
19.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
19.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
19.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
19.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
19.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
19.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
19.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
19.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
19.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
19.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
19.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
19.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
19.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
19.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
18.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
18.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
18.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
18.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
18.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
18.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
18.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
18.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
18.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
18.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
18.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
18.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
18.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
18.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
17.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
17.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
17.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
17.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
17.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
17.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
17.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
17.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
17.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
17.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
17.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
17.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
17.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
17.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
17.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
16.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
16.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
16.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
16.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
16.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
16.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
16.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
16.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
16.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
16.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
16.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
16.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
15.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
15.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
15.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
15.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
15.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
15.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
15.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
15.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
15.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
15.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
15.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
15.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
15.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
14.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
14.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
14.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
14.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
14.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
14.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
14.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
14.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
14.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
14.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
13.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
13.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
13.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
13.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
13.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
12.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
12.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
11.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
11.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
11.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
6.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
6.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
3.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
2.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
ZNF444 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
13.0
Number of samples
486
Samples
Sample
Description
TPM
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
36.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
31.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
28.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
27.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
26.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
25.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
25.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
25.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
25.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
25.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
25.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
25.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
24.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
24.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
24.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
23.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
23.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
23.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
22.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
22.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
21.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
21.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
21.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
20.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
19.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
19.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
18.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
15.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
14.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
14.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
11.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
11.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
11.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
10.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
10.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
10.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
10.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
10.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
10.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
10.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
10.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
10.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
10.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
9.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
9.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
9.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
9.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
9.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
9.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
9.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
9.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
9.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
8.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
8.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
8.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
8.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
8.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
8.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
8.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
8.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
8.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
8.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
8.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
8.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
8.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
8.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
8.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
8.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
7.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
7.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
7.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
7.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
7.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
7.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
7.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
7.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
7.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
7.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
7.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
7.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
7.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
7.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
7.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
7.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
6.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
6.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
6.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
6.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
6.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
6.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
6.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
5.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
5.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
5.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
5.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
4.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
4.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF444 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
16.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
32.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
28.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
28.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
26.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
26.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
26.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
25.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
24.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
23.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
23.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
22.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
22.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
22.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
22.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
22.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
21.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
21.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
20.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
20.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
19.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
19.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
19.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
19.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
19.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
19.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
19.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
19.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
18.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
18.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
18.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
17.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
17.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
17.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
17.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
17.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
17.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
16.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
16.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
16.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
16.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
16.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
16.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
15.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
15.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
15.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
14.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
14.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
14.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
12.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
12.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
11.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 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.
ZNF444 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
12.3
Number of samples
207
Samples
Sample
Description
TPM
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
27.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
26.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
24.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
19.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
19.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
17.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
11.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
10.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
10.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
9.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
9.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
8.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
8.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
8.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
8.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
8.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
8.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
8.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
7.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
7.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
7.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
5.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.4
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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
