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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.
KCNK5 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
15.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
46.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
43.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
43.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
42.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
41.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
39.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
39.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
39.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
35.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
35.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
35.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
34.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
32.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
31.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
30.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
30.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
30.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
30.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
30.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
29.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
29.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
28.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
28.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
28.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
28.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
28.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
27.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
27.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
27.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
27.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
26.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
26.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
26.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
25.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
25.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
25.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
24.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
24.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
23.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
23.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
22.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
22.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
22.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
22.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
22.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
21.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
21.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
21.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
21.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
20.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
20.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
20.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
20.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
20.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
20.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
20.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
19.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
19.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
19.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
19.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
19.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
19.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
19.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
19.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
18.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
18.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
18.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
18.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
18.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
18.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
18.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
18.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
17.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
17.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
17.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
17.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
17.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
17.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
17.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
17.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
17.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
17.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
17.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
17.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
16.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
16.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
16.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
16.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
15.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
15.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
15.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
15.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
15.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
15.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
14.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
14.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
14.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
14.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
14.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
14.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
13.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
12.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
12.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
12.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
11.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
11.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
9.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
6.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
5.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
3.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
1.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
1.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
0.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 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.
KCNK5 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.7
Number of samples
486
Samples
Sample
Description
TPM
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
61.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
58.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
48.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
46.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
44.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
44.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
43.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
43.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
36.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
33.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
32.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
32.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
32.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
31.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
31.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
31.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
29.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
29.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
29.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
29.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
28.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
28.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
27.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
27.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
26.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
26.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
26.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
26.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
25.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
25.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
25.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
25.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
25.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
24.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
24.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
24.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
24.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
24.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
24.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
23.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
23.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
23.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
22.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
21.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
21.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
21.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
21.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
20.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
20.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
19.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
19.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
18.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
13.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
11.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
11.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
10.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
10.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
10.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
10.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
9.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
9.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
9.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
9.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
9.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
9.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
9.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
9.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
9.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
9.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
9.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
9.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
8.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
8.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
8.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
8.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
8.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
8.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
8.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
8.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
8.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
8.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
8.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
8.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
8.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
8.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
7.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
7.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
7.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
7.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
7.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
7.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
7.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
7.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
7.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
7.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
7.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
7.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
7.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
7.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
7.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
7.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
7.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
7.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
7.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
7.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
7.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
7.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
7.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
7.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
6.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
6.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
6.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
6.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
6.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
6.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
6.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
6.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
6.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
6.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
6.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
6.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
6.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
6.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
6.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
6.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
6.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
6.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
6.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
6.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
6.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
6.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
5.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
5.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
5.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
5.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
5.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
5.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
5.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
5.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
5.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
5.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
5.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
5.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
5.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
5.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
4.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
4.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
4.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
4.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
4.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
4.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
4.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
4.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
4.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
4.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
4.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
4.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
4.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
4.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
4.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
3.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
3.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
3.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
3.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
3.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
3.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
2.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
2.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
2.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
2.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
1.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
1.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KCNK5 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
16.7
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
45.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
44.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
43.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
42.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
40.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
38.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
34.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
31.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
30.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
29.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
29.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
29.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
27.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
26.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
25.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
25.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
24.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
24.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
24.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
23.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
23.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
22.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
21.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
20.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
19.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
19.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
19.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
18.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
18.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
17.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
17.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
17.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
16.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
16.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
16.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
16.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
16.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
15.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
15.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
15.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
15.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
14.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
14.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
14.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
13.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
11.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
3.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 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.
KCNK5 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
13.7
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
41.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
34.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
33.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
33.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
32.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
30.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
27.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
27.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
27.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
26.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
26.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
25.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
24.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
22.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
22.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
22.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
21.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
20.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
20.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
20.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
20.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
19.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
19.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
13.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
10.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
10.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
10.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
9.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
9.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
9.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
9.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
8.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
8.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
8.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
8.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
8.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
8.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
8.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
8.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
7.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
7.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
7.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
7.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
6.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
6.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
6.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
6.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
6.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
6.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
5.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
5.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
5.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
5.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
5.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
5.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
5.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
5.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
5.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
5.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
4.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
4.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
4.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
4.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
3.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
2.3
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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
