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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNG1C 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
16.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
70.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
56.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
46.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
43.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
41.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
39.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
38.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
37.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
36.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
36.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
35.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
35.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
35.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
34.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
34.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
33.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
32.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
32.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
31.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
31.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
30.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
30.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
30.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
29.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
29.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
28.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
27.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
27.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
26.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
26.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
26.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
26.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
26.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
26.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
26.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
25.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
25.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
25.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
24.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
24.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
24.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
24.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
23.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
23.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
23.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
23.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
22.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
22.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
22.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
22.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
21.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
21.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
20.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
20.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
20.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
20.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
20.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
20.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
20.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
20.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
20.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
19.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
19.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
19.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
19.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
19.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
19.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
19.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
19.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
19.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
19.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
19.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
18.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
18.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
18.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
18.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
18.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
18.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
18.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
18.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
18.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
18.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
18.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
18.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
18.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
18.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
18.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
17.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
17.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
17.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
17.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
17.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
17.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
17.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
17.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
17.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
17.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
17.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
16.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
16.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
16.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
15.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
15.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
15.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
15.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
15.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
15.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
15.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
15.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
15.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
15.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
15.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
15.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
15.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
15.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
15.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
14.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
14.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
14.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
14.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
14.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
14.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
13.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
13.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
12.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
12.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
12.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
12.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
11.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
11.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
7.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 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.
ZNG1C 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
13.9
Number of samples
486
Samples
Sample
Description
TPM
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
46.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
38.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
33.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
33.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
31.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
31.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
31.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
30.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
30.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
29.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
28.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
28.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
28.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
28.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
27.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
26.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
26.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
25.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
25.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
25.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
25.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
25.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
25.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
25.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
25.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
24.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
24.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
24.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
24.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
24.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
23.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
23.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
23.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
23.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
22.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
22.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
22.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
21.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
21.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
21.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
21.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
21.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
20.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
20.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
20.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
19.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
19.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
18.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
18.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
18.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
17.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
15.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
12.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
11.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
11.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
11.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
11.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
10.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
10.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
10.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
10.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
10.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
10.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
10.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
10.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
9.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
9.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
9.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
9.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
9.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
9.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
9.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
9.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
9.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
9.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
9.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
9.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
9.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
9.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
8.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
8.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
8.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
8.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
8.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
8.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
8.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
8.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
8.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
8.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
8.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
8.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
8.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
8.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
8.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
8.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
7.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
7.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
7.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
7.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
7.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
7.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
7.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
7.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
7.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
7.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
7.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
7.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
7.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
6.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
6.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
6.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
6.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
6.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
6.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
6.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
6.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
6.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
6.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
6.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
6.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
6.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
6.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
6.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
6.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
6.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
6.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
6.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
6.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
6.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
5.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
5.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
5.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
5.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
5.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
5.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
5.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
5.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
5.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
5.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
5.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
5.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
5.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
4.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
4.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
4.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
4.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
4.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
3.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
3.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
3.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
3.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
3.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
3.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
3.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
2.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
2.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
2.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
2.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
2.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
2.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
1.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
1.0
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNG1C is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
43.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
42.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
35.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
33.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
32.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
30.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
30.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
29.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
28.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
27.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
25.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
24.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
23.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
23.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
22.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
21.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
20.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
20.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
19.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
19.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
18.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
18.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
18.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
18.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
18.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
18.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
17.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
17.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
17.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
16.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
16.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
16.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
15.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
15.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
15.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
14.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
14.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
11.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
8.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.4
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.
ZNG1C 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
15.1
Number of samples
207
Samples
Sample
Description
TPM
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
37.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
34.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
33.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
31.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
29.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
29.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
27.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
26.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
26.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
26.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
25.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
25.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
24.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
24.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
24.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
24.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
23.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
23.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
23.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
23.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
22.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
22.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
22.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
22.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
21.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
21.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
21.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
21.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
21.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
19.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
19.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
17.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
16.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
10.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
10.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
10.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
9.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
9.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
9.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
8.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
8.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
8.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
8.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
8.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
8.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
8.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
7.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
7.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
7.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
7.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
7.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
7.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
6.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
6.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
6.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
5.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
5.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
5.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
5.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
5.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
5.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
4.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
3.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
3.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
1.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
