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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.
UCKL1 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
40.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
153.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
91.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
88.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
87.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
86.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
82.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
82.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
78.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
74.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
73.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
73.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
72.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
72.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
71.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
71.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
71.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
70.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
70.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
69.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
69.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
69.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
68.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
68.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
68.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
67.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
66.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
65.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
64.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
63.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
62.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
62.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
62.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
61.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
61.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
61.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
60.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
60.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
60.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
60.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
60.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
59.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
59.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
58.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
58.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
58.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
58.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
58.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
58.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
58.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
57.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
57.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
56.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
56.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
55.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
54.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
54.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
54.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
54.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
53.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
53.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
53.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
52.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
52.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
52.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
51.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
50.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
50.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
49.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
49.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
48.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
48.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
48.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
47.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
47.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
46.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
46.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
45.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
45.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
45.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
45.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
45.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
45.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
45.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
45.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
44.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
44.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
43.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
43.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
43.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
43.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
43.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
43.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
42.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
42.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
42.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
42.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
41.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
41.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
41.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
41.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
41.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
40.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
40.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
40.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
40.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
40.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
40.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
40.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
39.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
39.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
39.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
39.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
39.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
38.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
38.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
38.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
38.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
38.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
38.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
37.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
37.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
37.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
37.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
36.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
36.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
36.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
36.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
36.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
36.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
36.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
36.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
35.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
35.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
35.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
35.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
35.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
35.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
34.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
34.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
34.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
34.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
33.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
33.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
33.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
33.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
33.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
32.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
32.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
32.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
32.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
32.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
31.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
31.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
31.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
31.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
31.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
30.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
30.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
30.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
30.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
30.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
30.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
29.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
29.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
29.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
29.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
29.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
29.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
29.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
29.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
29.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
28.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
28.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
28.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
28.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
28.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
28.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
28.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
28.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
27.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
27.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
27.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
27.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
27.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
26.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
26.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
26.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
26.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
26.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
26.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
26.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
26.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
26.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
26.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
26.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
26.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
26.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
25.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
25.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
25.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
25.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
25.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
25.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
25.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
25.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
25.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
24.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
24.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
24.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
24.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
24.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
24.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
23.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
23.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
23.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
23.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
23.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
23.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
23.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
22.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
21.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
21.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
20.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
20.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
20.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
20.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
20.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
20.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
20.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
19.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
19.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
19.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
19.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
19.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
19.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
18.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
18.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
18.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
18.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
18.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
18.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
17.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
16.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
16.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
16.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
16.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
15.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
15.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
14.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 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.
UCKL1 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
34.4
Number of samples
486
Samples
Sample
Description
TPM
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
115.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
112.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
88.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
87.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
80.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
73.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
72.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
71.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
70.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
69.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
69.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
67.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
66.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
66.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
65.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
65.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
63.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
63.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
63.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
62.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
61.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
59.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
59.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
58.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
58.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
58.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
58.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
57.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
57.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
56.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
56.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
56.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
54.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
54.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
54.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
54.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
54.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
53.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
53.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
53.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
53.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
53.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
53.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
52.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
52.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
52.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
52.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
51.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
51.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
51.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
51.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
51.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
51.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
51.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
50.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
50.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
50.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
50.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
50.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
50.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
50.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
49.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
49.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
48.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
48.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
48.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
48.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
48.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
47.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
47.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
47.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
47.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
47.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
47.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
47.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
46.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
46.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
46.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
46.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
45.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
45.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
45.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
45.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
45.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
45.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
45.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
44.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
44.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
44.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
44.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
44.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
44.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
44.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
44.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
44.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
43.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
43.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
43.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
43.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
43.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
43.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
43.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
42.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
42.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
42.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
42.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
41.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
41.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
41.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
41.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
41.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
41.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
41.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
41.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
41.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
41.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
41.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
41.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
41.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
41.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
40.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
40.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
40.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
40.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
40.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
40.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
40.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
40.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
39.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
39.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
39.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
39.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
39.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
39.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
39.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
39.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
39.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
39.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
39.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
39.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
39.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
38.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
38.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
38.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
38.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
38.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
38.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
38.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
38.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
37.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
37.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
37.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
37.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
37.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
37.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
37.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
37.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
37.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
37.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
37.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
37.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
37.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
37.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
37.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
36.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
36.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
36.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
36.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
36.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
36.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
36.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
35.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
35.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
35.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
35.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
35.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
35.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
35.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
35.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
35.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
35.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
35.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
35.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
35.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
34.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
34.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
34.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
34.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
34.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
34.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
34.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
34.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
34.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
34.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
34.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
34.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
34.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
34.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
34.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
34.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
33.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
33.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
33.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
33.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
33.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
33.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
33.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
33.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
33.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
33.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
33.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
33.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
33.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
33.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
33.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
33.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
33.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
33.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
32.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
32.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
32.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
32.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
32.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
32.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
32.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
32.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
32.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
32.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
32.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
32.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
32.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
31.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
31.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
31.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
31.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
31.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
31.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
31.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
31.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
31.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
31.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
31.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
31.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
31.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
31.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
31.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
31.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
31.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
31.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
31.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
31.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
30.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
30.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
30.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
30.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
30.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
30.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
30.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
30.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
30.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
30.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
30.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
30.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
30.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
30.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
30.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
29.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
29.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
29.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
29.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
29.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
29.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
29.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
29.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
29.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
29.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
29.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
29.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
29.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
28.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
28.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
28.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
28.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
28.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
28.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
28.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
28.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
28.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
28.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
28.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
28.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
28.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
28.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
28.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
28.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
28.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
28.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
27.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
27.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
27.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
27.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
27.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
27.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
27.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
27.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
27.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
27.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
27.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
27.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
27.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
27.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
27.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
27.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
27.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
27.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
27.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
27.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
26.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
26.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
26.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
26.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
26.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
26.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
26.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
26.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
26.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
26.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
26.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
26.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
26.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
26.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
26.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
26.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
26.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
26.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
26.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
25.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
25.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
25.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
25.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
25.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
25.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
25.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
25.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
25.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
25.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
25.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
25.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
25.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
25.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
25.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
25.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
25.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
25.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
25.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
25.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
25.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
25.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
25.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
25.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
25.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
25.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
25.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
25.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
25.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
24.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
24.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
24.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
24.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
24.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
24.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
24.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
24.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
24.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
24.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
24.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
24.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
24.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
24.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
24.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
24.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
24.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
24.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
24.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
23.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
23.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
23.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
23.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
23.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
23.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
23.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
23.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
23.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
23.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
23.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
23.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
23.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
23.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
22.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
22.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
22.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
22.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
22.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
22.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
22.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
22.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
22.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
22.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
22.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
22.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
21.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
21.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
21.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
21.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
21.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
21.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
20.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
20.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
20.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
19.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
19.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
19.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
19.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
UCKL1 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
44.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
120.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
97.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
94.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
87.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
80.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
74.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
74.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
73.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
72.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
68.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
67.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
67.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
67.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
65.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
64.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
62.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
60.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
57.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
57.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
55.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
54.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
54.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
53.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
52.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
52.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
51.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
51.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
50.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
50.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
49.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
49.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
48.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
48.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
46.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
46.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
44.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
44.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
43.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
42.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
41.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
41.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
41.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
41.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
40.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
39.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
39.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
39.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
37.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
36.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
35.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
35.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
35.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
35.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
34.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
32.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
32.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
31.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
31.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
31.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
30.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
30.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
30.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
29.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
29.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
29.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
29.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
28.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
28.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
27.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
27.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
27.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
26.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
26.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
25.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
25.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
24.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
24.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
24.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
24.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
23.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
23.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
23.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
23.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
21.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
21.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
18.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
17.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 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.
UCKL1 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
38.3
Number of samples
207
Samples
Sample
Description
TPM
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
85.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
78.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
75.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
71.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
69.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
65.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
64.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
64.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
63.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
62.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
61.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
60.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
59.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
58.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
56.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
56.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
55.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
55.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
54.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
54.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
54.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
54.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
54.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
53.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
53.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
53.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
52.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
52.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
52.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
51.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
51.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
51.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
50.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
50.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
50.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
50.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
50.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
50.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
49.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
49.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
48.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
48.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
48.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
48.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
48.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
48.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
48.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
47.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
47.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
47.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
47.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
47.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
46.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
46.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
46.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
46.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
46.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
46.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
45.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
45.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
45.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
45.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
45.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
44.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
44.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
44.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
44.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
44.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
44.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
43.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
43.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
42.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
42.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
42.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
42.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
41.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
41.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
41.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
41.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
40.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
40.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
40.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
40.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
40.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
39.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
39.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
39.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
39.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
39.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
39.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
38.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
38.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
38.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
38.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
38.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
38.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
37.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
36.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
36.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
36.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
36.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
36.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
36.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
36.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
36.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
35.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
35.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
35.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
35.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
35.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
35.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
35.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
35.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
34.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
34.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
34.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
34.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
34.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
34.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
34.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
33.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
33.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
33.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
33.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
33.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
33.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
33.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
32.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
32.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
32.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
32.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
32.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
32.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
32.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
31.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
31.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
31.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
31.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
31.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
31.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
31.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
31.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
31.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
30.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
30.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
30.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
30.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
30.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
30.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
30.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
30.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
29.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
29.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
29.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
29.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
29.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
29.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
28.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
28.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
28.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
28.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
27.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
27.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
27.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
27.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
27.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
27.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
27.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
27.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
27.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
26.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
26.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
25.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
25.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
25.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
25.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
25.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
24.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
24.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
24.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
24.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
23.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
23.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
22.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
22.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
22.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
22.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
20.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
15.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
1.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
1.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.9
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.9
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.9
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.8
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.8
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.8
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.7
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.7
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.6
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.6
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.6
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.6
82157a70-12f1-4913-b548-d98881_D2
Normal
0.5
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.5
963fc8db-f412-4427-a198-23f660_D2
Normal
0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.5
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.5
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.6
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.6
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.6
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.6
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.7
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.7
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.8
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.8
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.9
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
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
