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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.
PKDCC 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
7.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
54.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
43.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
40.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
34.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
32.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
31.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
25.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
23.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
21.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
21.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
21.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
21.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
21.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
20.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
19.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
19.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
19.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
19.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
19.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
18.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
18.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
17.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
17.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
17.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
17.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
16.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
16.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
15.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
15.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
14.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
14.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
14.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
14.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
13.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
13.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
12.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
12.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
11.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
10.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
5.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
5.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
4.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
4.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
3.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
3.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
3.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
3.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
3.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
3.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
2.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
2.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
2.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
2.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
2.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
2.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
2.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
2.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
2.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
2.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
2.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
2.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
2.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
1.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
1.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
1.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
1.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
1.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
1.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
1.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
1.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
1.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
1.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
1.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
1.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
1.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
1.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
1.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
1.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
1.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
0.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
0.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
0.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
0.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
0.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
0.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
0.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
0.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
0.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
0.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
0.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 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.
PKDCC 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
13.4
Number of samples
486
Samples
Sample
Description
TPM
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
78.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
63.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
62.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
53.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
53.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
51.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
50.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
50.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
50.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
49.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
48.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
44.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
44.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
44.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
39.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
39.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
38.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
37.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
37.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
37.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
35.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
34.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
34.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
33.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
33.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
32.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
31.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
31.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
31.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
31.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
31.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
29.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
29.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
29.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
28.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
28.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
27.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
27.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
27.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
27.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
27.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
27.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
26.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
25.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
25.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
25.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
25.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
25.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
24.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
24.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
24.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
24.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
24.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
23.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
23.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
23.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
23.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
23.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
23.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
23.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
23.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
23.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
22.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
22.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
22.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
22.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
22.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
22.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
21.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
21.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
21.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
20.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
20.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
20.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
19.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
19.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
16.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
16.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
15.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
15.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
12.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
11.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
11.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
10.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
10.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
10.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
9.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
9.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
9.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
9.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
9.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
9.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
9.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
8.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
8.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
8.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
8.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
8.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
8.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
8.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
8.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
8.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
8.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
8.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
8.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
8.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
8.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
8.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
8.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
8.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
8.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
8.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
8.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
8.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
8.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
8.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
7.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
7.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
7.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
7.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
7.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
7.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
7.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
7.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
7.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
7.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
7.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
7.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
7.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
7.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
7.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
7.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
7.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
7.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
7.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
7.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
7.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
7.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
7.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
7.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
7.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
7.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
7.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
7.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
6.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
6.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
6.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
6.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
6.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
6.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
6.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
6.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
6.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
6.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
6.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
6.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
6.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
6.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
6.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
6.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
6.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
6.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
6.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
6.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
6.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
6.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
6.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
6.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
6.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
6.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
6.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
6.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
5.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
5.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
5.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
5.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
5.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
5.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
5.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
5.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
5.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
5.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
5.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
5.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
5.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
5.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
5.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
5.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
5.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
5.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
5.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
5.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
5.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
5.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
5.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
5.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
5.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
5.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
5.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
4.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
4.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
4.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
4.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
4.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
4.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
4.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
4.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
4.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
4.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
4.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
4.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
4.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
4.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
4.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
4.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
4.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
4.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
4.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
4.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
4.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
4.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
3.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
3.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
3.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
3.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
3.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
3.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
3.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
3.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
3.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
3.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
3.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
3.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
3.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
3.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
3.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
3.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
3.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
3.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
2.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
2.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
2.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
2.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
2.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
2.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
2.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
2.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
2.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
2.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
2.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
2.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
2.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
2.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
2.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
2.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
2.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
2.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
2.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
1.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
1.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
1.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
1.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
1.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
1.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
1.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
1.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
1.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
1.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
0.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
0.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
0.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
0.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
0.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 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.
PKDCC 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
7.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
22.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
20.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
19.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
18.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
17.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
16.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
16.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
16.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
15.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
14.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
14.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
12.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
5.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
4.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
4.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
3.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
2.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
2.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
2.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
2.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
2.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
1.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
1.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
1.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
0.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
0.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
PKDCC 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
12.7
Number of samples
207
Samples
Sample
Description
TPM
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
91.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
36.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
34.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
32.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
28.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
28.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
26.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
26.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
24.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
24.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
24.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
24.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
23.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
23.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
22.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
21.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
21.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
20.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
11.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
9.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
9.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
9.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
9.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
8.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
8.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
8.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
8.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
8.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
8.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
8.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
8.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
7.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
7.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
7.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
7.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
7.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
7.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
7.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
7.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
6.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
6.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
6.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
6.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
6.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
6.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
6.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
6.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
6.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
6.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
6.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
5.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
5.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
5.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
5.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
5.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
5.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
5.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
5.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
5.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
5.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
4.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
4.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
4.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
4.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
4.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
4.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
4.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
3.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
3.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
3.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
3.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
3.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
3.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
3.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
2.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
2.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
1.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
1.5
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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
