We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF639 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
17.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
51.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
42.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
32.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
32.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
32.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
31.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
31.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
29.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
29.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
27.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
26.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
26.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
26.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
26.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
25.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
25.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
25.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
25.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
25.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
24.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
24.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
24.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
24.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
24.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
24.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
24.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
24.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
24.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
24.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
23.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
23.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
23.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
23.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
23.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
23.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
23.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
22.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
22.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
22.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
22.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
22.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
22.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
22.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
22.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
22.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
22.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
21.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
21.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
21.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
21.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
21.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
21.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
20.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
20.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
20.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
20.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
20.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
20.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
20.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
20.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
20.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
20.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
20.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
20.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
20.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
20.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
20.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
20.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
20.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
20.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
19.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
19.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
19.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
19.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
19.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
19.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
19.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
19.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
19.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
19.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
19.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
19.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
19.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
19.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
19.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
18.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
18.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
18.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
18.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
18.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
18.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
18.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
18.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
18.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
18.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
18.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
18.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
18.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
18.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
18.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
18.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
17.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
17.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
17.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
17.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
17.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
17.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
17.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
17.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
17.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
17.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
17.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
17.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
17.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
17.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
17.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
17.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
16.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
16.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
16.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
16.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
16.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
16.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
16.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
16.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
16.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
15.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
15.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
15.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
15.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
15.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
15.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
15.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
15.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
15.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
14.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
14.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
14.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
14.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
14.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
14.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
14.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
14.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
14.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
13.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
13.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
13.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
13.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
12.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
12.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
12.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
12.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
12.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
12.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
12.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
12.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
11.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
11.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
9.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 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.
ZNF639 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
27.7
Number of samples
486
Samples
Sample
Description
TPM
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
70.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
61.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
57.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
51.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
51.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
47.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
47.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
47.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
46.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
44.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
44.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
44.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
44.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
43.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
43.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
42.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
41.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
41.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
40.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
40.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
40.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
40.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
40.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
40.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
40.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
39.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
39.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
39.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
39.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
39.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
38.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
38.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
38.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
38.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
38.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
38.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
38.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
37.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
37.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
37.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
37.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
37.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
36.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
36.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
36.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
36.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
36.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
36.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
36.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
36.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
36.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
35.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
35.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
35.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
35.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
35.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
35.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
35.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
35.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
35.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
35.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
35.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
34.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
34.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
34.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
34.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
34.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
34.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
34.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
34.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
34.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
34.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
34.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
34.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
34.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
34.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
34.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
34.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
34.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
34.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
34.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
34.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
34.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
34.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
33.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
33.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
33.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
33.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
33.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
33.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
33.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
33.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
33.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
33.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
33.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
33.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
33.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
33.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
33.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
33.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
33.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
33.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
33.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
33.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
33.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
33.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
33.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
32.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
32.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
32.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
32.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
32.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
32.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
32.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
32.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
32.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
32.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
32.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
32.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
32.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
32.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
32.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
32.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
31.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
31.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
31.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
31.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
31.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
31.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
31.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
31.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
31.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
31.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
31.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
31.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
31.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
31.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
31.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
31.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
31.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
31.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
31.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
30.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
30.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
30.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
30.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
30.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
30.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
30.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
30.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
30.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
30.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
30.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
30.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
30.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
30.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
30.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
30.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
30.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
30.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
30.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
30.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
30.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
29.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
29.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
29.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
29.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
29.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
29.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
29.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
29.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
29.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
29.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
29.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
29.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
29.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
29.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
29.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
29.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
29.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
29.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
29.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
29.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
29.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
29.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
28.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
28.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
28.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
28.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
28.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
28.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
28.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
28.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
28.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
28.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
28.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
28.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
28.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
28.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
28.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
28.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
28.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
28.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
28.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
28.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
28.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
28.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
28.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
28.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
28.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
28.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
28.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
28.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
28.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
28.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
28.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
28.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
28.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
28.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
27.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
27.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
27.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
27.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
27.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
27.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
27.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
27.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
27.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
27.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
27.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
27.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
27.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
27.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
27.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
27.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
27.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
27.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
27.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
27.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
27.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
27.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
27.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
27.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
27.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
27.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
27.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
27.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
26.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
26.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
26.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
26.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
26.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
26.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
26.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
26.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
26.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
26.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
26.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
26.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
26.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
26.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
26.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
26.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
26.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
26.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
26.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
26.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
26.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
26.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
26.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
26.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
26.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
26.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
26.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
26.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
26.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
26.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
26.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
26.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
25.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
25.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
25.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
25.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
25.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
25.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
25.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
25.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
25.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
25.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
25.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
25.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
25.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
25.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
25.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
25.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
25.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
25.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
25.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
25.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
25.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
25.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
25.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
25.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
25.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
25.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
25.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
24.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
24.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
24.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
24.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
24.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
24.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
24.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
24.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
24.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
24.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
24.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
24.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
24.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
24.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
24.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
24.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
24.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
24.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
24.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
24.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
23.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
23.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
23.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
23.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
23.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
23.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
23.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
23.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
23.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
23.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
23.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
23.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
23.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
23.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
23.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
23.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
23.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
23.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
22.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
22.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
22.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
22.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
22.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
22.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
22.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
22.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
22.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
22.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
22.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
22.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
22.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
22.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
22.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
22.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
22.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
22.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
22.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
22.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
21.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
21.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
21.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
21.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
20.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
20.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
19.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
18.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
17.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
16.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
15.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF639 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
17.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
42.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
33.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
33.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
30.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
27.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
26.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
26.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
26.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
26.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
25.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
24.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
24.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
24.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
24.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
23.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
23.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
23.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
22.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
22.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
22.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
22.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
22.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
21.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
21.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
20.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
20.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
20.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
19.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
19.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
19.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
19.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
18.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
18.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
18.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
18.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
18.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
18.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
17.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
17.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
17.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
17.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
16.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
16.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
16.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
16.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
16.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
15.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
15.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
14.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
14.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
14.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
14.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
14.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
13.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
13.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
13.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
12.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
11.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
11.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.4
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.
ZNF639 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
25.0
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
58.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
43.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
43.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
41.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
40.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
40.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
40.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
39.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
38.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
38.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
37.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
35.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
35.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
35.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
35.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
35.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
34.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
34.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
34.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
33.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
33.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
33.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
32.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
32.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
32.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
32.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
32.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
31.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
31.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
31.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
31.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
31.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
31.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
31.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
31.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
30.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
30.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
30.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
30.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
30.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
30.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
30.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
30.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
29.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
29.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
29.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
29.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
29.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
29.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
29.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
29.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
29.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
28.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
28.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
28.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
28.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
28.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
28.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
28.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
28.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
28.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
28.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
28.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
27.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
27.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
27.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
27.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
27.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
27.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
27.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
27.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
27.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
27.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
26.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
26.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
26.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
26.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
26.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
26.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
26.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
26.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
26.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
26.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
26.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
26.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
26.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
26.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
25.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
25.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
25.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
25.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
25.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
25.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
25.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
25.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
24.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
24.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
24.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
24.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
24.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
24.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
24.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
24.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
24.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
24.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
23.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
23.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
23.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
23.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
23.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
23.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
22.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
22.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
22.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
22.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
22.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
21.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
21.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
21.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
21.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
21.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
21.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
20.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
20.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
20.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
20.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
20.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
20.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
20.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
20.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
19.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
19.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
19.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
8.5
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
