We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
ZNF33A is potential prognostic, high expression is unfavorable 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
8.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
33.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
29.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
21.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
20.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
20.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
14.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
14.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
13.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
12.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
12.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
6.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
ZNF33A 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
27.8
Number of samples
486
Samples
Sample
Description
TPM
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
65.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
51.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
49.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
49.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
48.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
48.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
48.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
46.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
45.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
45.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
44.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
44.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
43.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
43.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
41.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
41.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
41.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
41.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
41.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
41.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
40.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
40.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
40.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
40.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
39.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
39.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
39.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
38.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
38.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
38.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
38.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
37.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
37.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
37.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
37.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
37.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
37.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
37.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
37.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
36.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
36.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
36.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
36.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
36.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
36.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
36.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
35.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
35.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
35.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
35.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
35.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
35.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
35.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
35.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
35.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
34.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
34.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
34.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
34.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
34.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
34.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
34.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
34.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
34.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
34.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
34.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
33.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
33.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
33.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
33.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
33.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
33.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
33.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
33.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
33.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
33.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
33.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
33.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
33.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
32.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
32.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
32.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
32.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
32.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
32.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
32.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
32.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
32.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
32.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
32.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
32.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
32.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
32.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
32.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
32.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
32.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
32.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
32.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
32.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
32.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
32.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
32.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
32.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
32.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
32.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
32.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
32.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
31.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
31.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
31.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
31.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
31.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
31.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
31.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
31.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
31.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
31.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
31.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
31.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
31.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
31.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
31.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
31.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
31.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
31.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
31.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
31.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
31.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
31.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
30.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
30.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
30.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
30.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
30.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
30.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
30.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
30.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
30.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
30.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
30.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
30.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
30.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
30.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
30.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
30.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
30.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
30.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
30.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
30.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
30.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
30.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
30.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
29.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
29.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
29.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
29.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
29.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
29.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
29.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
29.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
29.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
29.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
29.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
29.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
29.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
29.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
29.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
29.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
29.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
29.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
29.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
29.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
29.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
29.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
29.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
29.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
29.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
29.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
29.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
29.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
28.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
28.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
28.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
28.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
28.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
28.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
28.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
28.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
28.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
28.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
28.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
28.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
28.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
28.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
28.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
28.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
28.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
28.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
28.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
28.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
28.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
28.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
28.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
28.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
28.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
28.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
28.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
28.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
28.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
28.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
28.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
28.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
28.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
28.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
28.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
28.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
28.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
28.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
28.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
27.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
27.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
27.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
27.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
27.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
27.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
27.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
27.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
27.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
27.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
27.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
27.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
27.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
27.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
27.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
27.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
27.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
27.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
27.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
27.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
27.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
27.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
27.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
27.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
27.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
27.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
27.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
27.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
27.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
27.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
27.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
27.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
26.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
26.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
26.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
26.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
26.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
26.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
26.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
26.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
26.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
26.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
26.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
26.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
26.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
26.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
26.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
26.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
26.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
26.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
26.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
26.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
26.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
26.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
26.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
26.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
26.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
26.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
26.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
25.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
25.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
25.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
25.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
25.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
25.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
25.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
25.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
25.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
25.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
25.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
25.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
25.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
25.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
25.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
25.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
25.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
25.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
25.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
25.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
25.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
25.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
25.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
25.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
25.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
25.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
25.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
25.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
25.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
25.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
24.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
24.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
24.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
24.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
24.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
24.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
24.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
24.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
24.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
24.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
24.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
24.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
24.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
24.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
24.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
24.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
24.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
24.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
24.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
24.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
24.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
24.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
24.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
24.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
23.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
23.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
23.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
23.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
23.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
23.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
23.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
23.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
23.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
23.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
23.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
23.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
23.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
23.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
23.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
23.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
23.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
23.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
23.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
23.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
23.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
23.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
23.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
23.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
23.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
23.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
23.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
23.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
23.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
22.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
22.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
22.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
22.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
22.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
22.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
22.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
22.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
22.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
22.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
22.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
22.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
22.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
21.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
21.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
21.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
21.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
21.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
21.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
20.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
20.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
20.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
20.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
20.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
20.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
19.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
19.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.0
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF33A 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
9.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
16.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
15.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
10.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
8.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF33A 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
27.9
Number of samples
207
Samples
Sample
Description
TPM
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
53.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
49.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
48.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
47.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
46.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
44.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
43.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
43.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
42.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
42.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
42.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
41.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
41.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
40.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
40.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
39.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
39.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
38.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
37.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
37.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
37.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
37.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
36.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
36.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
36.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
35.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
35.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
35.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
35.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
34.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
34.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
34.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
34.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
34.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
34.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
34.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
34.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
33.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
33.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
33.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
33.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
33.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
33.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
33.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
33.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
32.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
32.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
32.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
32.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
32.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
32.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
32.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
32.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
32.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
31.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
31.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
31.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
31.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
31.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
31.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
30.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
30.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
30.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
30.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
30.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
30.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
30.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
30.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
29.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
29.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
29.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
29.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
29.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
29.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
29.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
29.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
28.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
28.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
28.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
28.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
28.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
28.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
28.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
28.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
28.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
28.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
28.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
28.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
28.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
28.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
27.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
27.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
27.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
27.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
27.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
27.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
27.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
27.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
27.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
27.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
27.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
27.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
27.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
27.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
27.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
26.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
26.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
26.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
26.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
26.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
26.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
26.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
26.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
26.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
26.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
26.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
26.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
26.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
25.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
25.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
25.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
25.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
25.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
25.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
25.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
25.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
25.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
25.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
25.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
25.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
25.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
25.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
25.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
25.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
25.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
24.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
24.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
24.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
24.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
24.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
24.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
24.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
23.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
23.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
23.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
23.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
23.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
23.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
23.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
23.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
23.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
23.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
23.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
23.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
23.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
22.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
22.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
22.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
22.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
22.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
22.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
22.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
21.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
20.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
20.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
20.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
19.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
19.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.7
Show allShow less
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
