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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.
NEK3 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
21.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
87.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
83.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
81.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
70.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
59.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
55.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
52.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
52.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
48.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
47.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
47.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
47.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
46.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
45.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
43.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
43.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
42.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
42.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
41.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
40.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
40.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
39.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
38.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
38.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
37.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
37.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
37.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
37.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
37.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
36.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
36.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
36.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
35.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
35.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
35.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
35.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
34.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
33.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
33.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
33.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
32.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
32.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
32.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
32.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
32.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
32.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
31.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
31.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
30.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
30.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
30.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
30.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
30.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
30.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
30.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
29.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
29.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
29.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
29.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
28.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
28.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
28.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
27.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
27.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
27.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
27.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
27.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
26.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
26.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
26.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
26.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
26.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
26.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
25.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
25.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
25.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
25.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
24.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
24.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
24.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
24.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
24.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
24.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
24.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
23.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
23.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
23.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
23.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
23.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
23.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
23.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
22.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
22.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
22.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
22.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
22.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
22.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
21.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
21.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
21.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
21.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
21.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
21.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
21.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
21.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
21.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
21.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
20.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
20.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
20.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
20.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
20.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
20.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
20.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
19.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
19.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
19.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
19.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
18.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
18.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
18.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
18.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
18.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
18.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
18.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
17.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
17.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
17.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
17.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
17.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
17.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
17.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
16.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
16.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
16.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
16.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
16.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
15.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
15.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
15.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
15.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
15.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
15.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
15.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
15.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
14.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
14.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
14.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
14.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
14.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
14.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
13.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
13.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
13.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
13.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
12.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
11.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
10.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
6.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
5.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
4.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 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.
NEK3 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
23.2
Number of samples
486
Samples
Sample
Description
TPM
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
108.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
105.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
80.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
80.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
64.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
64.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
63.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
60.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
60.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
60.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
59.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
56.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
54.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
53.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
53.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
52.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
52.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
51.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
51.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
50.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
50.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
49.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
47.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
47.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
47.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
47.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
46.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
46.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
45.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
45.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
45.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
45.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
45.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
45.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
44.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
44.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
44.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
43.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
43.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
43.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
43.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
43.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
43.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
42.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
42.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
42.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
41.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
41.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
41.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
41.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
41.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
40.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
40.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
39.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
39.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
39.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
39.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
39.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
38.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
38.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
38.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
38.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
37.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
37.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
37.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
37.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
37.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
37.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
37.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
36.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
36.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
36.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
36.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
36.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
36.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
35.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
35.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
35.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
35.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
35.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
35.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
35.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
35.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
35.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
34.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
34.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
34.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
34.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
34.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
34.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
34.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
34.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
34.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
34.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
34.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
34.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
33.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
33.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
33.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
33.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
33.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
33.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
33.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
32.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
32.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
32.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
32.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
32.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
32.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
32.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
31.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
31.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
31.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
31.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
31.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
31.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
30.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
30.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
30.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
30.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
30.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
30.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
30.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
30.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
30.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
29.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
29.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
29.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
29.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
29.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
29.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
29.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
29.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
29.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
29.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
29.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
29.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
28.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
28.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
28.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
28.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
28.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
28.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
28.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
28.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
27.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
27.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
27.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
27.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
27.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
26.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
26.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
26.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
26.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
26.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
26.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
26.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
26.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
25.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
25.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
25.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
25.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
25.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
25.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
25.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
24.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
24.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
24.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
24.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
24.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
24.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
24.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
24.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
24.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
24.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
23.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
23.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
23.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
23.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
23.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
23.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
23.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
23.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
23.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
23.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
23.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
23.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
22.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
22.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
22.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
22.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
22.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
22.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
22.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
22.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
22.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
22.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
22.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
21.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
21.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
21.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
21.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
21.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
21.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
21.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
21.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
20.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
20.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
20.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
20.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
20.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
20.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
19.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
18.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
11.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
10.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
9.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
9.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
9.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
9.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
9.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
9.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
9.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
9.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
8.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
8.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
8.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
8.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
8.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
8.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
8.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
8.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
8.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
8.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
7.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
7.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
7.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
7.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
7.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
7.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
7.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
7.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
7.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
7.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
6.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
6.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
6.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
6.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
6.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
6.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
6.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
6.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
6.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
6.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
5.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
5.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
5.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
5.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
3.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
3.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
3.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
3.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NEK3 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
23.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
64.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
55.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
52.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
49.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
48.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
45.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
44.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
43.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
40.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
39.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
38.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
38.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
36.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
35.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
34.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
34.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
34.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
31.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
31.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
30.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
29.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
29.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
28.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
28.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
28.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
27.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
26.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
26.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
26.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
25.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
25.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
25.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
25.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
24.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
24.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
24.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
24.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
24.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
23.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
23.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
22.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
22.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
22.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
22.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
21.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
21.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
20.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
20.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
20.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
19.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
19.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
18.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
18.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
18.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
18.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
18.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
18.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
16.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
15.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
15.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
14.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
13.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
5.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NEK3 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
25.2
Number of samples
207
Samples
Sample
Description
TPM
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
67.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
66.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
60.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
59.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
57.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
57.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
56.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
56.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
53.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
51.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
50.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
49.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
48.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
46.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
46.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
44.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
44.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
42.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
42.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
40.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
40.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
40.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
39.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
39.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
39.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
37.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
37.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
37.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
37.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
36.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
36.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
36.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
36.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
36.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
36.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
35.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
35.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
35.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
35.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
35.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
34.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
34.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
34.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
34.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
33.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
33.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
33.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
33.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
32.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
32.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
31.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
30.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
30.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
30.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
30.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
29.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
29.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
29.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
29.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
29.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
29.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
29.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
29.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
28.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
28.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
28.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
28.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
28.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
28.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
27.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
27.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
27.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
27.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
27.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
27.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
27.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
27.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
26.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
26.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
26.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
25.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
25.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
25.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
25.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
25.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
24.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
24.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
24.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
24.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
23.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
23.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
23.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
23.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
23.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
23.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
23.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
22.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
22.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
22.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
22.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
22.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
21.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
21.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
20.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
19.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
19.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
18.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
7.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
5.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
2666323d-522f-4f0a-823c-ff8866_D2
Normal
1.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
1.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
1.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
1.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
1.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
1.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
1.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.9
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.9
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.8
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.8
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.8
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.8
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.7
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.7
b2400046-1d25-429d-a821-6040a6
Tumor
0.6
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.6
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.6
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.6
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.5
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.5
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.5
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.5
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.5
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.5
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.5
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.5
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.5
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.5
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.6
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.6
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.6
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.6
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.6
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.6
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.6
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.6
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.6
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.7
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.7
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.7
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.7
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.8
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.8
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.8
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.8
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.8
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.8
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.8
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.8
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.9
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.9
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.9
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.9
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-1.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-1.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-1.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-1.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-1.6
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
