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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.
ZC3H7B 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
22.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
54.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
49.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
47.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
46.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
45.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
42.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
41.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
39.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
39.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
37.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
36.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
36.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
36.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
36.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
35.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
35.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
34.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
34.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
34.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
34.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
33.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
33.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
33.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
33.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
33.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
33.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
33.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
32.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
32.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
32.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
32.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
31.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
31.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
31.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
31.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
30.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
30.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
30.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
30.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
30.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
30.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
30.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
29.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
29.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
29.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
29.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
29.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
28.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
28.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
28.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
28.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
28.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
28.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
28.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
28.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
28.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
28.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
28.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
28.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
28.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
28.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
28.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
27.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
27.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
27.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
27.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
27.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
27.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
27.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
27.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
27.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
26.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
26.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
26.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
26.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
26.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
26.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
26.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
26.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
26.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
26.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
26.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
26.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
26.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
25.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
25.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
25.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
25.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
25.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
25.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
25.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
25.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
25.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
25.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
25.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
24.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
24.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
24.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
24.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
24.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
24.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
24.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
24.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
24.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
24.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
24.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
24.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
24.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
23.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
23.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
23.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
23.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
23.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
23.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
23.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
23.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
23.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
23.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
23.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
23.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
23.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
23.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
22.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
22.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
22.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
22.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
22.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
22.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
22.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
22.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
22.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
21.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
21.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
21.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
21.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
21.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
21.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
21.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
21.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
21.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
21.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
21.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
20.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
20.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
20.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
20.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
20.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
20.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
20.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
20.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
20.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
20.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
20.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
20.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
20.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
20.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
20.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
20.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
19.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
19.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
19.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
19.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
19.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
19.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
19.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
18.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
18.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
18.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
18.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
18.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
18.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
18.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
18.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
18.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
18.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
18.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
18.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
18.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
18.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
18.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
18.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
17.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
17.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
17.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
17.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
17.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
17.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
17.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
17.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
17.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
17.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
17.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
16.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
16.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
16.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
16.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
16.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
16.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
15.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
15.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
15.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
15.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
15.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
15.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
14.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
13.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
13.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
13.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
13.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
13.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
12.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
12.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
12.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
12.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
12.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
12.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
12.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
11.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
11.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 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
8.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 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.
ZC3H7B 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
36.3
Number of samples
486
Samples
Sample
Description
TPM
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
67.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
66.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
64.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
61.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
61.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
59.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
59.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
59.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
58.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
55.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
55.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
55.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
53.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
53.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
53.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
53.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
53.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
52.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
52.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
52.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
52.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
51.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
51.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
51.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
51.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
51.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
51.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
50.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
50.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
50.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
49.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
49.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
49.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
49.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
49.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
49.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
49.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
49.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
49.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
48.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
48.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
48.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
48.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
48.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
48.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
48.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
47.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
47.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
47.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
47.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
47.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
47.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
47.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
47.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
47.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
47.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
46.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
46.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
46.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
46.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
46.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
45.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
45.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
45.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
45.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
45.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
45.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
45.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
45.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
45.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
45.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
44.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
44.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
44.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
44.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
44.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
44.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
44.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
44.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
44.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
44.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
44.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
44.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
44.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
44.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
43.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
43.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
43.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
43.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
43.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
43.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
43.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
43.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
43.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
43.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
42.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
42.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
42.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
42.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
42.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
42.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
42.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
42.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
41.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
41.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
41.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
41.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
41.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
41.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
41.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
41.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
41.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
41.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
41.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
41.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
41.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
41.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
41.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
41.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
41.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
41.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
40.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
40.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
40.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
40.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
40.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
40.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
40.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
40.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
40.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
40.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
40.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
40.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
40.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
40.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
40.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
40.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
40.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
40.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
40.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
40.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
40.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
40.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
39.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
39.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
39.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
39.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
39.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
39.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
39.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
39.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
39.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
39.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
39.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
39.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
39.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
39.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
39.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
39.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
39.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
39.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
39.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
39.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
39.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
39.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
39.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
39.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
38.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
38.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
38.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
38.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
38.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
38.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
38.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
38.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
38.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
38.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
38.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
38.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
38.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
38.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
38.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
38.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
38.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
38.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
38.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
38.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
38.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
38.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
38.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
37.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
37.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
37.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
37.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
37.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
37.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
37.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
37.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
37.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
37.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
37.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
37.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
37.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
37.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
37.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
37.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
37.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
37.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
37.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
37.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
37.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
37.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
37.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
37.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
37.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
36.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
36.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
36.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
36.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
36.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
36.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
36.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
36.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
36.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
36.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
36.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
36.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
36.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
36.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
36.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
36.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
36.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
36.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
36.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
36.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
36.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
36.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
36.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
35.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
35.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
35.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
35.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
35.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
35.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
35.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
35.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
35.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
35.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
35.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
35.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
35.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
35.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
35.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
35.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
35.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
35.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
34.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
34.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
34.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
34.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
34.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
34.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
34.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
34.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
34.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
34.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
34.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
34.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
34.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
34.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
34.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
34.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
34.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
34.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
34.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
34.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
34.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
34.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
34.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
34.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
34.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
34.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
34.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
33.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
33.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
33.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
33.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
33.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
33.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
33.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
33.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
33.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
33.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
33.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
33.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
33.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
33.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
33.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
33.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
33.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
33.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
33.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
33.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
33.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
33.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
33.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
33.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
33.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
33.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
33.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
33.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
33.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
32.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
32.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
32.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
32.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
32.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
32.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
32.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
32.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
32.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
32.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
32.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
32.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
32.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
32.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
32.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
32.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
32.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
32.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
32.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
31.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
31.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
31.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
31.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
31.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
31.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
31.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
31.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
31.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
31.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
31.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
31.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
31.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
31.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
31.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
31.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
31.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
31.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
30.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
30.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
30.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
30.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
30.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
30.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
30.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
30.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
30.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
30.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
30.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
30.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
30.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
30.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
30.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
30.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
30.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
30.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
30.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
30.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
30.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
29.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
29.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
29.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
29.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
29.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
29.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
29.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
29.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
29.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
29.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
29.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
29.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
29.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
29.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
29.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
29.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
29.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
29.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
29.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
29.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
29.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
29.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
29.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
29.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
29.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
28.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
28.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
28.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
28.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
28.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
28.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
28.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
28.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
28.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
28.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
28.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
28.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
28.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
28.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
28.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
28.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
28.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
28.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
28.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
28.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
28.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
28.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
27.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
27.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
27.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
27.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
27.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
27.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
27.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
27.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
27.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
27.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
27.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
27.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
27.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
27.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
27.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
26.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
26.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
26.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
26.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
26.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
26.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
26.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
26.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
26.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
26.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
26.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
26.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
25.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
25.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
25.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
25.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
25.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
25.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
25.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
25.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
25.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
25.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
25.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
25.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
24.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
24.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
24.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
24.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
24.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
24.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
23.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
23.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
23.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
22.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
22.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
21.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
21.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
21.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
21.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
21.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.6
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.
ZC3H7B 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
21.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
38.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
36.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
35.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
35.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
34.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
34.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
33.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
32.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
32.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
31.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
30.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
30.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
30.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
30.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
29.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
29.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
28.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
28.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
28.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
28.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
27.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
27.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
27.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
27.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
27.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
26.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
25.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
25.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
25.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
25.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
25.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
25.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
25.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
24.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
24.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
24.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
24.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
24.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
23.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
23.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
23.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
23.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
23.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
22.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
22.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
21.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
20.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
20.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
20.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
20.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
20.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
19.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
19.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
19.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
18.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
18.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
17.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
17.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
16.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
16.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
16.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
16.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
16.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
16.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
15.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
15.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
14.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
13.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
13.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
11.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZC3H7B 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
34.3
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
57.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
53.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
52.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
51.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
50.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
50.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
48.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
48.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
48.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
48.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
48.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
47.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
46.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
46.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
46.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
45.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
45.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
45.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
45.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
44.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
44.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
44.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
44.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
43.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
43.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
43.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
43.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
42.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
42.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
42.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
42.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
42.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
41.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
41.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
41.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
41.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
41.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
41.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
41.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
40.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
40.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
40.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
40.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
40.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
40.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
40.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
40.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
39.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
39.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
39.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
39.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
39.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
39.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
39.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
39.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
39.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
38.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
38.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
38.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
38.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
38.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
38.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
38.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
38.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
38.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
38.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
38.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
38.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
37.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
37.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
37.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
37.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
37.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
37.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
37.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
37.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
37.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
37.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
36.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
36.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
36.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
36.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
36.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
36.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
36.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
36.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
36.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
36.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
36.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
36.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
35.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
35.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
35.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
35.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
35.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
35.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
35.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
35.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
34.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
34.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
34.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
34.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
34.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
34.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
34.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
34.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
34.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
34.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
34.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
33.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
33.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
33.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
33.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
33.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
33.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
33.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
33.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
33.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
33.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
33.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
33.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
33.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
32.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
32.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
32.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
32.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
32.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
31.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
31.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
31.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
31.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
31.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
31.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
31.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
31.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
31.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
31.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
31.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
30.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
30.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
30.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
30.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
30.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
30.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
30.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
30.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
30.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
30.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
30.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
30.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
29.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
29.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
29.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
29.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
29.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
29.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
29.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
29.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
29.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
29.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
28.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
28.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
28.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
28.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
28.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
27.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
27.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
27.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
27.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
27.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
26.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
26.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
26.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
26.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
25.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
25.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
25.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
25.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
25.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
24.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
24.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
24.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
24.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
24.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
24.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
24.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
24.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
24.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
24.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
23.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
23.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
23.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
22.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
22.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
22.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
21.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
21.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
20.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.9
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.8
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.8
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.6
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.6
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.6
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.6
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
0.5
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.4
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.5
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.5
b2400046-1d25-429d-a821-6040a6
Tumor
-0.6
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.6
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.7
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.9
411d9597-c785-4de5-b449-29a80d_D2
Normal
-1.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
