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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.
CLK1 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
20.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
50.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
46.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
42.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
42.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
42.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
41.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
41.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
41.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
39.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
38.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
38.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
38.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
36.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
36.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
35.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
35.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
35.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
35.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
34.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
34.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
33.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
33.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
33.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
32.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
32.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
32.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
31.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
31.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
31.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
31.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
31.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
30.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
30.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
30.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
29.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
29.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
28.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
28.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
28.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
28.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
28.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
27.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
27.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
27.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
27.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
27.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
27.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
26.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
26.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
26.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
26.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
26.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
26.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
26.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
25.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
25.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
25.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
25.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
25.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
25.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
25.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
25.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
25.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
24.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
24.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
24.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
24.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
24.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
24.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
24.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
24.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
24.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
24.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
23.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
23.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
23.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
23.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
23.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
23.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
23.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
23.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
23.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
23.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
22.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
22.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
22.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
22.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
22.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
22.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
22.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
22.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
22.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
21.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
21.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
21.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
21.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
21.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
21.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
21.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
21.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
20.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
20.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
20.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
20.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
20.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
20.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
20.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
20.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
20.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
20.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
19.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
19.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
19.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
19.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
19.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
19.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
19.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
19.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
19.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
19.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
19.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
19.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
19.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
19.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
19.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
18.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
18.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
18.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
18.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
18.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
18.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
18.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
18.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
18.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
18.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
18.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
18.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
18.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
18.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
18.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
17.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
17.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
17.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
17.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
17.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
17.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
17.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
16.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
16.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
16.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
16.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
16.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
16.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
16.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
16.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
15.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
15.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
15.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
15.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
15.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
15.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
15.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
15.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
15.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
15.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
15.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
15.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
14.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
14.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
14.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
14.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
14.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
14.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
14.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
14.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
14.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
13.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
12.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
12.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
12.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
12.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
11.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
11.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
9.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
9.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 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.
CLK1 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
19.9
Number of samples
486
Samples
Sample
Description
TPM
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
63.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
61.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
47.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
46.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
44.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
42.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
42.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
41.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
40.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
40.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
40.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
39.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
38.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
38.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
38.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
38.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
38.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
37.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
36.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
36.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
36.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
36.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
36.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
36.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
35.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
35.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
35.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
34.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
34.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
34.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
34.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
33.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
33.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
33.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
33.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
33.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
33.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
33.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
32.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
32.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
32.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
32.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
32.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
32.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
31.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
31.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
31.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
31.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
31.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
31.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
31.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
30.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
30.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
30.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
30.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
30.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
30.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
30.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
30.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
30.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
30.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
29.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
29.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
29.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
29.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
29.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
29.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
29.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
29.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
29.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
28.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
28.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
28.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
28.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
28.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
28.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
28.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
27.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
27.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
27.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
27.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
27.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
27.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
27.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
27.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
27.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
26.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
26.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
26.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
26.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
26.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
26.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
26.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
26.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
26.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
26.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
26.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
26.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
26.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
26.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
25.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
25.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
25.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
25.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
25.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
25.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
25.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
25.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
25.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
25.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
25.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
25.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
24.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
24.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
24.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
24.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
24.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
24.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
24.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
24.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
24.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
23.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
23.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
23.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
23.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
23.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
23.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
23.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
23.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
23.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
23.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
23.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
23.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
23.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
23.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
22.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
22.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
22.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
22.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
22.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
22.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
22.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
22.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
22.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
22.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
22.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
21.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
21.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
21.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
21.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
21.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
21.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
21.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
21.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
20.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
20.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
20.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
20.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
20.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
19.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
19.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
19.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
17.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
16.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
16.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
16.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
15.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
13.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
12.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
11.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
11.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
11.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
10.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
9.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
9.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
9.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
9.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
9.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
9.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
9.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
8.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
8.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
8.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
8.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
8.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
8.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
8.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
8.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
8.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
8.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
7.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
7.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
7.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
7.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
7.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
7.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
7.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
7.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
6.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
5.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
5.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
5.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
5.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
5.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
4.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CLK1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
23.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
53.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
53.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
50.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
49.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
45.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
41.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
40.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
39.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
38.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
36.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
35.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
35.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
35.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
35.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
35.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
35.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
33.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
32.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
32.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
31.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
30.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
29.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
29.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
28.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
28.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
28.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
27.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
26.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
25.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
25.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
25.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
25.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
25.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
24.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
23.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
23.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
23.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
23.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
23.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
22.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
22.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
22.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
22.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
22.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
22.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
21.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
21.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
21.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
21.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
20.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
20.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
20.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
20.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
19.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
19.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
19.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
19.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
18.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
18.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
17.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
17.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
16.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
16.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
16.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
14.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
14.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
13.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
13.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
13.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
12.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CLK1 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
21.6
Number of samples
207
Samples
Sample
Description
TPM
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
52.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
50.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
47.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
46.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
43.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
43.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
41.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
41.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
40.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
39.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
39.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
38.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
37.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
36.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
36.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
35.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
35.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
35.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
34.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
34.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
33.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
33.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
33.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
33.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
32.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
32.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
32.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
32.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
32.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
32.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
31.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
31.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
30.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
30.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
29.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
29.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
29.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
29.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
28.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
28.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
28.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
28.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
28.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
28.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
27.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
27.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
27.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
27.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
27.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
26.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
26.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
25.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
25.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
25.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
25.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
24.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
24.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
24.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
24.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
24.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
24.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
24.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
24.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
24.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
24.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
23.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
23.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
23.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
23.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
23.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
22.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
22.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
22.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
22.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
22.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
22.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
22.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
22.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
22.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
21.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
20.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
20.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
19.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
19.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
18.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
8.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
8.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
