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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZER1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
39.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
34.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
31.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
30.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
28.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
27.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
27.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
26.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
24.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
24.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
24.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
24.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
23.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
23.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
23.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
23.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
23.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
22.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
22.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
22.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
22.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
22.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
22.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
21.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
21.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
21.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
21.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
21.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
21.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
20.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
20.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
20.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
20.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
20.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
20.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
20.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
20.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
19.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
19.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
19.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
19.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
19.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
19.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
19.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
19.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
19.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
19.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
19.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
19.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
19.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
19.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
19.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
19.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
19.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
18.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
18.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
18.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
18.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
18.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
18.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
18.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
18.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
17.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
17.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
17.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
17.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
17.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
17.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
17.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
17.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
17.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
17.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
17.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
17.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
17.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
17.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
17.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
16.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
16.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
16.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
16.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
16.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
16.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
16.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
16.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
16.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
16.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
16.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
16.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
16.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
16.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
16.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
15.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
15.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
15.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
15.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
15.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
15.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
15.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
15.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
15.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
15.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
15.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
15.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
14.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
14.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
14.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
14.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
14.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
14.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
14.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
14.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
13.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
13.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
13.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
13.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
13.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
13.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
13.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
12.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
12.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
12.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
12.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
12.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
12.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
12.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
11.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
11.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
11.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
10.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZER1 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
21.8
Number of samples
486
Samples
Sample
Description
TPM
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
46.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
40.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
39.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
39.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
39.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
39.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
38.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
37.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
37.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
36.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
36.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
35.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
35.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
34.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
34.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
34.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
34.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
34.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
33.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
33.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
33.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
33.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
33.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
33.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
33.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
33.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
33.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
32.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
32.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
32.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
32.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
32.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
32.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
31.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
31.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
31.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
31.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
30.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
30.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
30.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
30.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
30.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
30.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
30.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
30.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
30.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
30.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
29.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
29.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
29.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
29.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
29.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
29.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
29.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
29.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
29.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
28.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
28.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
28.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
28.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
28.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
28.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
28.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
28.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
28.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
28.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
27.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
27.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
27.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
27.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
27.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
27.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
27.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
27.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
27.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
27.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
27.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
27.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
26.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
26.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
26.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
26.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
26.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
26.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
26.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
26.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
26.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
26.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
26.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
26.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
26.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
26.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
26.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
26.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
26.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
26.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
26.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
26.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
26.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
25.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
25.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
25.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
25.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
25.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
25.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
25.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
25.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
25.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
25.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
25.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
25.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
25.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
25.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
25.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
25.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
25.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
25.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
25.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
25.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
25.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
25.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
24.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
24.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
24.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
24.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
24.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
24.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
24.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
24.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
24.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
24.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
24.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
24.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
24.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
24.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
24.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
24.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
24.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
23.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
23.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
23.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
23.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
23.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
23.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
23.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
23.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
23.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
23.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
23.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
23.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
23.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
23.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
23.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
23.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
23.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
23.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
23.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
23.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
23.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
22.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
22.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
22.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
22.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
22.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
22.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
22.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
22.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
22.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
22.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
22.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
22.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
22.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
22.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
22.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
22.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
22.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
22.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
22.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
22.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
22.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
22.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
21.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
21.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
21.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
21.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
21.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
21.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
21.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
21.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
21.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
21.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
21.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
21.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
21.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
20.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
20.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
20.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
20.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
20.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
20.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
20.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
20.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
20.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
19.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
19.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
19.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
19.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
18.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
17.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
16.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
16.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
16.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
15.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZER1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
26.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
26.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
26.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
24.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
23.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
23.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
23.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
22.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
22.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
21.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
20.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
20.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
19.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
18.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
18.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
18.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
18.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
18.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
18.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
18.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
17.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
17.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
17.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
17.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
17.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
16.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
16.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
16.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
16.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
16.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
16.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
16.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
16.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
16.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
15.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
15.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
15.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
14.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
14.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
14.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
14.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
13.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
12.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
11.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
11.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
10.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
ZER1 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
21.1
Number of samples
207
Samples
Sample
Description
TPM
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
41.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
39.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
35.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
35.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
34.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
34.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
33.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
33.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
32.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
32.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
32.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
31.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
31.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
30.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
30.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
30.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
30.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
30.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
30.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
30.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
30.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
30.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
30.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
29.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
29.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
29.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
29.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
28.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
28.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
28.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
28.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
28.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
27.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
27.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
27.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
26.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
25.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
25.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
25.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
25.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
25.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
25.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
25.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
25.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
25.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
25.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
24.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
24.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
24.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
24.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
24.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
24.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
24.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
24.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
24.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
23.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
23.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
23.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
23.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
23.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
23.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
23.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
23.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
22.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
22.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
22.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
22.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
22.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
22.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
22.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
22.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
22.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
21.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
21.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
21.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
21.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
21.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
21.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
20.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
20.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
20.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
20.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
20.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
20.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
19.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
19.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
19.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
16.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
13.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
411d9597-c785-4de5-b449-29a80d_D2
Normal
2.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
1.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
1.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.8
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.8
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.7
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.7
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.7
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.6
1c070992-647b-4173-a481-904c4d_D2
Normal
0.6
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.6
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.6
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.6
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.6
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.6
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.5
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.5
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.5
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.5
963fc8db-f412-4427-a198-23f660_D2
Normal
0.5
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.4
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.5
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.5
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.6
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.7
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.7
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.9
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-1.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-1.7
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
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
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_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
7bdfa5c9-d11f-4600-9c44-a87996_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
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
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
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
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
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_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
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
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
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
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
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
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
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
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
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
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_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
0d5554d1-1653-4589-a44f-43113e_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
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
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_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
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
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
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
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
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
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
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
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
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
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
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
