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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.
ZNRD2 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
45.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
84.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
82.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
74.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
74.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
73.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
71.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
71.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
71.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
70.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
70.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
69.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
69.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
68.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
68.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
68.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
66.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
66.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
66.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
64.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
64.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
64.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
64.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
64.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
63.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
62.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
62.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
62.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
62.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
62.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
61.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
61.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
61.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
61.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
61.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
61.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
61.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
60.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
60.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
60.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
59.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
59.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
59.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
59.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
58.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
57.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
57.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
57.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
57.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
56.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
55.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
55.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
55.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
55.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
55.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
54.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
54.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
54.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
54.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
53.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
53.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
53.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
53.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
53.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
53.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
53.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
53.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
52.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
52.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
52.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
52.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
52.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
52.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
52.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
52.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
52.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
52.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
51.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
51.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
51.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
51.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
50.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
50.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
50.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
50.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
50.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
50.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
50.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
50.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
50.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
50.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
50.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
50.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
49.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
49.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
49.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
49.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
49.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
49.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
49.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
49.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
49.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
48.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
48.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
48.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
48.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
48.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
47.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
47.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
47.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
47.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
47.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
47.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
47.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
47.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
47.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
46.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
46.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
46.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
46.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
46.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
46.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
46.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
46.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
45.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
45.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
45.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
45.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
45.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
45.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
44.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
44.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
44.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
44.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
44.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
43.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
43.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
43.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
43.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
43.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
43.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
43.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
42.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
42.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
42.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
42.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
42.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
42.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
42.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
42.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
42.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
42.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
42.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
42.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
41.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
41.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
41.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
41.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
41.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
41.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
41.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
41.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
41.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
41.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
41.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
41.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
40.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
40.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
40.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
40.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
40.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
40.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
40.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
40.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
40.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
40.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
40.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
40.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
39.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
39.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
39.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
39.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
39.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
39.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
39.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
39.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
39.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
39.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
38.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
38.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
38.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
38.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
38.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
38.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
38.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
38.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
37.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
37.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
37.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
37.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
37.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
37.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
36.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
36.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
36.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
36.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
36.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
36.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
35.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
35.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
35.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
35.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
34.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
34.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
34.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
34.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
33.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
33.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
33.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
32.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
32.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
32.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
32.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
31.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
31.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
30.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
30.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
30.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
29.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
29.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
29.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
29.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
29.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
29.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
28.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
28.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
28.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
28.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
27.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
27.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
26.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
26.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
26.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
25.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
24.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
23.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
23.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
22.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
21.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
21.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
21.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
18.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
15.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
12.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNRD2 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
31.5
Number of samples
486
Samples
Sample
Description
TPM
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
58.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
57.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
55.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
54.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
53.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
51.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
50.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
48.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
48.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
48.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
48.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
48.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
48.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
47.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
47.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
46.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
46.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
46.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
46.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
46.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
46.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
45.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
45.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
45.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
44.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
44.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
44.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
44.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
44.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
44.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
44.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
43.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
43.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
43.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
43.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
43.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
43.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
43.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
43.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
43.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
43.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
43.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
43.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
42.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
42.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
42.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
42.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
42.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
42.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
41.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
41.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
41.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
41.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
41.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
41.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
40.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
40.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
40.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
40.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
40.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
40.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
40.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
40.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
40.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
40.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
40.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
40.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
40.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
40.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
39.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
39.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
39.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
39.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
39.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
39.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
39.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
39.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
39.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
39.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
39.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
39.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
39.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
39.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
39.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
39.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
38.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
38.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
38.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
38.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
38.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
38.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
38.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
38.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
38.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
38.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
38.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
37.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
37.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
37.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
37.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
37.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
37.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
37.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
37.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
37.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
37.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
37.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
37.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
37.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
37.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
37.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
37.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
37.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
37.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
37.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
37.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
37.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
37.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
36.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
36.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
36.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
36.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
36.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
36.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
36.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
36.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
36.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
35.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
35.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
35.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
35.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
35.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
35.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
35.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
35.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
35.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
35.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
35.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
35.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
34.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
34.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
34.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
34.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
34.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
34.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
34.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
34.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
34.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
34.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
34.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
34.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
34.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
34.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
34.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
34.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
34.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
34.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
34.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
34.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
34.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
33.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
33.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
33.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
33.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
33.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
33.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
33.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
33.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
33.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
33.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
33.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
33.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
33.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
33.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
33.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
33.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
33.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
33.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
33.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
33.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
33.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
33.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
32.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
32.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
32.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
32.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
32.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
32.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
32.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
32.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
32.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
32.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
32.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
32.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
32.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
32.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
32.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
32.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
32.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
32.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
32.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
32.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
32.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
32.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
32.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
32.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
32.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
32.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
32.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
31.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
31.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
31.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
31.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
31.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
31.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
31.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
31.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
31.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
31.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
31.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
31.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
31.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
31.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
31.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
31.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
31.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
31.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
31.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
31.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
31.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
31.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
31.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
31.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
31.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
31.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
31.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
31.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
31.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
31.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
30.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
30.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
30.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
30.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
30.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
30.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
30.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
30.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
30.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
30.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
30.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
30.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
30.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
30.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
30.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
30.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
30.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
30.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
30.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
30.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
30.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
30.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
30.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
30.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
30.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
30.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
30.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
30.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
30.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
30.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
30.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
30.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
30.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
30.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
29.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
29.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
29.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
29.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
29.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
29.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
29.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
29.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
29.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
29.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
29.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
29.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
29.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
29.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
29.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
29.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
29.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
29.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
29.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
29.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
29.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
29.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
29.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
29.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
29.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
28.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
28.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
28.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
28.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
28.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
28.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
28.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
28.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
28.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
28.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
28.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
28.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
28.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
28.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
28.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
28.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
28.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
28.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
28.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
28.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
28.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
28.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
27.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
27.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
27.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
27.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
27.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
27.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
27.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
27.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
27.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
27.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
27.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
27.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
27.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
27.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
27.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
27.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
27.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
27.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
27.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
27.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
27.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
27.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
27.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
27.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
26.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
26.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
26.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
26.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
26.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
26.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
26.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
26.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
26.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
26.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
26.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
26.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
26.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
26.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
26.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
26.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
26.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
26.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
26.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
26.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
26.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
26.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
26.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
26.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
25.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
25.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
25.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
25.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
25.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
25.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
25.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
25.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
25.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
25.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
25.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
25.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
25.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
25.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
25.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
25.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
25.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
25.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
25.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
25.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
25.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
24.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
24.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
24.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
24.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
24.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
24.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
24.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
24.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
24.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
24.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
24.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
24.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
24.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
24.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
24.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
24.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
24.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
24.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
24.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
24.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
24.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
24.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
24.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
23.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
23.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
23.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
23.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
23.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
23.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
23.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
23.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
23.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
22.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
22.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
22.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
22.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
22.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
21.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
21.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
21.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
21.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
21.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
20.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
20.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
19.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.2
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.
ZNRD2 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
43.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
92.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
81.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
67.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
67.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
66.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
63.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
63.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
62.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
62.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
60.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
59.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
59.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
59.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
59.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
58.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
57.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
57.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
57.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
54.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
54.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
54.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
53.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
52.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
52.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
52.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
51.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
51.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
50.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
50.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
50.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
50.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
50.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
49.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
48.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
48.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
47.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
46.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
46.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
45.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
45.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
44.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
44.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
43.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
43.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
42.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
42.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
41.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
40.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
40.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
39.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
39.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
38.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
38.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
38.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
37.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
37.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
37.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
37.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
37.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
36.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
35.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
35.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
35.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
34.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
34.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
34.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
32.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
31.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
31.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
31.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
30.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
30.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
30.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
29.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
29.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
29.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
27.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
27.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
26.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
24.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
23.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
22.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
22.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
20.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
20.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
19.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
19.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
ZNRD2 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
29.7
Number of samples
207
Samples
Sample
Description
TPM
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
55.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
53.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
53.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
50.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
50.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
49.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
49.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
47.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
47.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
46.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
46.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
45.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
45.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
43.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
43.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
43.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
40.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
40.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
40.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
40.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
40.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
40.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
39.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
39.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
39.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
39.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
38.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
38.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
38.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
37.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
37.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
37.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
37.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
37.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
37.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
37.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
36.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
36.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
35.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
35.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
35.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
35.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
35.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
34.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
34.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
34.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
34.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
34.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
34.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
34.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
34.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
34.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
34.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
34.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
33.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
33.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
33.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
33.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
33.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
33.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
33.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
33.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
33.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
33.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
33.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
32.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
32.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
32.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
32.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
32.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
32.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
32.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
32.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
32.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
31.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
31.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
31.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
31.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
31.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
31.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
30.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
30.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
30.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
30.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
30.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
30.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
29.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
29.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
29.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
29.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
29.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
29.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
29.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
29.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
29.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
29.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
29.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
29.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
29.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
28.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
28.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
28.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
28.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
28.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
28.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
28.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
28.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
28.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
28.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
28.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
28.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
28.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
28.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
28.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
27.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
27.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
27.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
27.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
27.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
27.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
27.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
27.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
26.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
26.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
26.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
26.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
26.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
26.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
26.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
26.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
26.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
26.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
26.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
26.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
25.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
25.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
25.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
25.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
25.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
25.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
25.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
25.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
24.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
24.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
24.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
24.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
24.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
24.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
24.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
24.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
24.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
24.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
24.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
24.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
24.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
24.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
24.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
23.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
23.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
23.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
23.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
23.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
23.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
23.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
23.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
23.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
23.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
22.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
22.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
22.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
22.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
21.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
21.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
21.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
21.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
21.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
20.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
20.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.6
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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.