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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.
ZNF282 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
15.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
27.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
27.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
27.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
25.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
25.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
24.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
23.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
23.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
23.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
23.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
22.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
22.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
22.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
22.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
22.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
21.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
21.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
21.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
21.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
21.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
21.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
20.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
20.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
20.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
20.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
20.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
20.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
20.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
19.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
19.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
19.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
19.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
19.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
19.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
19.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
19.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
19.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
19.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
19.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
19.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
18.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
18.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
18.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
18.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
18.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
18.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
18.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
18.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
18.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
18.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
18.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
18.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
18.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
18.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
18.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
17.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
17.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
17.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
17.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
17.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
17.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
17.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
17.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
17.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
17.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
17.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
17.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
17.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
17.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
17.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
17.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
17.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
17.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
17.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
17.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
17.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
17.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
17.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
17.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
16.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
16.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
16.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
16.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
16.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
16.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
16.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
16.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
16.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
16.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
16.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
16.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
16.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
16.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
16.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
15.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
15.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
15.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
15.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
15.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
15.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
15.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
15.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
15.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
15.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
15.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
14.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
14.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
14.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
14.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
14.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
14.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
14.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
14.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
14.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
14.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
14.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
13.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
13.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
13.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
13.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
13.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
13.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
13.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
13.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
12.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
12.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
12.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
12.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
12.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
12.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
12.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
12.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
11.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
11.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
11.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
10.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
9.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
7.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF282 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
17.8
Number of samples
486
Samples
Sample
Description
TPM
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
35.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
35.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
29.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
29.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
28.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
28.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
28.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
27.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
27.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
27.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
27.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
26.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
26.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
26.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
26.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
26.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
26.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
25.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
25.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
25.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
25.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
25.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
25.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
25.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
25.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
25.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
25.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
25.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
24.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
24.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
24.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
24.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
24.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
24.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
24.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
24.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
23.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
23.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
23.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
23.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
23.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
23.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
23.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
23.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
23.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
23.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
23.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
22.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
22.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
22.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
22.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
22.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
22.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
22.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
22.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
22.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
22.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
22.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
22.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
22.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
22.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
22.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
22.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
21.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
21.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
21.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
21.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
21.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
21.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
21.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
21.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
21.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
21.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
21.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
20.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
20.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
20.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
20.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
20.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
20.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
19.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
19.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
19.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
19.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
19.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
18.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
18.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
18.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
18.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
17.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
17.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
16.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
10.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
ZNF282 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
15.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
26.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
24.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
23.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
23.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
21.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
20.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
20.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
19.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
19.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
19.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
19.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
19.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
18.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
18.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
18.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
18.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
17.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
17.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
17.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
17.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
17.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
17.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
17.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
17.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
17.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
17.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
16.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
16.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
16.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
16.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
15.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
15.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
15.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
15.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
15.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
15.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
14.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
14.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
14.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
14.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
14.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
14.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
13.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
11.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
7.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 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.
ZNF282 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
17.5
Number of samples
207
Samples
Sample
Description
TPM
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
39.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
32.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
31.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
30.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
27.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
27.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
27.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
26.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
26.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
26.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
24.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
24.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
24.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
23.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
22.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
21.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
21.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
21.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
21.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
20.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
20.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
20.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
20.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
20.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
20.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
20.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
20.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
19.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
19.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
19.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
15.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
9.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
