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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.
ZNF28 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
6.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
32.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
21.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
19.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
16.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
14.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
7.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
5.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
4.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
3.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
2.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
2.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
1.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
1.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
1.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
1.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
1.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
1.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
0.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
0.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
0.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
0.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 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.
ZNF28 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
15.6
Number of samples
486
Samples
Sample
Description
TPM
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
46.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
38.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
30.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
29.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
28.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
28.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
28.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
28.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
27.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
27.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
27.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
26.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
26.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
26.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
25.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
25.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
25.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
25.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
25.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
25.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
25.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
24.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
24.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
24.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
24.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
24.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
24.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
23.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
23.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
23.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
23.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
23.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
23.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
23.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
23.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
23.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
23.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
23.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
22.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
22.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
22.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
22.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
22.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
22.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
22.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
22.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
22.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
22.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
22.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
21.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
21.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
21.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
21.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
21.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
20.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
20.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
19.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
19.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
19.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
19.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
18.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
18.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
18.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
18.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
17.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
17.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
11.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
10.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
10.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
9.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
9.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
9.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
9.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
9.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
9.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
8.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
8.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
8.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
8.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
8.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
8.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
8.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
8.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
8.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
7.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
7.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
7.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
7.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
7.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
7.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
7.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
6.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
6.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
6.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
6.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
5.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
5.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
5.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
4.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
4.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
4.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
4.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
4.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
4.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
3.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
3.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
3.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
2.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
2.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
2.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
2.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
2.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
2.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
1.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
1.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
1.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
1.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
1.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
0.8
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.
ZNF28 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
6.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
7.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF28 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
15.7
Number of samples
207
Samples
Sample
Description
TPM
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
37.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
30.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
28.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
25.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
25.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
24.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
24.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
23.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
22.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
22.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
22.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
22.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
21.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
21.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
21.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
21.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
20.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
19.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
19.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
19.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
18.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
16.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
16.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
11.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
10.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
9.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
9.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
9.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
7.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
6.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
5.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
5.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
