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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.
WDTC1 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
16.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
35.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
34.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
34.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
33.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
32.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
30.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
30.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
29.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
27.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
27.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
27.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
26.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
26.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
26.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
25.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
25.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
25.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
25.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
25.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
24.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
24.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
24.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
24.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
24.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
24.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
24.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
24.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
24.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
24.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
23.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
23.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
23.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
23.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
22.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
22.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
22.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
22.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
22.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
22.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
22.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
21.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
21.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
21.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
21.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
21.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
21.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
21.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
21.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
21.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
21.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
21.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
20.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
20.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
20.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
20.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
20.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
20.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
20.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
20.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
20.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
20.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
20.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
20.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
19.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
19.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
19.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
19.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
19.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
19.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
19.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
19.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
19.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
19.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
19.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
19.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
19.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
19.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
19.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
18.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
18.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
18.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
18.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
18.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
18.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
18.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
18.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
18.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
18.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
18.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
18.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
18.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
18.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
18.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
17.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
17.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
17.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
17.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
17.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
17.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
17.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
17.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
17.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
17.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
17.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
17.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
17.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
17.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
17.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
17.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
16.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
16.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
16.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
16.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
16.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
16.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
16.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
16.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
16.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
16.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
16.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
16.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
16.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
16.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
16.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
16.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
15.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
15.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
15.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
15.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
14.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
14.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
14.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
14.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
14.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
14.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
14.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
13.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
13.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
13.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
13.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
13.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
13.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
12.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
12.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
12.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
12.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
12.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
11.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
9.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
4.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
3.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 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.
WDTC1 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
16.0
Number of samples
486
Samples
Sample
Description
TPM
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
41.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
36.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
35.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
32.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
31.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
31.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
30.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
29.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
29.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
29.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
27.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
27.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
27.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
26.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
26.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
26.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
26.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
26.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
26.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
26.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
26.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
25.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
25.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
25.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
25.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
25.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
25.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
24.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
24.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
24.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
24.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
24.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
23.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
23.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
23.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
23.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
23.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
22.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
22.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
22.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
22.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
22.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
22.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
22.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
22.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
21.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
21.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
21.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
20.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
20.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
20.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
20.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
20.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
20.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
20.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
19.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
19.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
19.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
19.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
18.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
18.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
17.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
16.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
13.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
11.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
10.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
10.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
10.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
10.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
10.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
9.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
9.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
9.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
9.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
9.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
9.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
8.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
8.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
8.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
8.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
8.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
7.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
7.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
7.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
7.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
7.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
7.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
7.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
6.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
6.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
6.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
6.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
6.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
6.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
6.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
6.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
5.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
5.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
5.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
4.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
4.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
4.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
4.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
4.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
3.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
WDTC1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
35.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
32.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
32.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
29.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
28.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
28.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
25.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
25.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
25.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
24.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
24.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
23.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
23.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
22.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
22.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
21.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
21.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
21.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
21.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
21.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
20.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
20.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
20.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
20.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
19.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
19.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
19.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
19.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
19.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
19.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
18.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
18.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
17.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
17.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
17.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
17.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
16.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
15.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
15.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
15.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
15.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
15.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
15.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
15.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
14.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
13.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
3.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 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.
WDTC1 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
15.7
Number of samples
207
Samples
Sample
Description
TPM
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
29.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
28.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
27.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
26.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
26.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
24.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
24.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
23.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
23.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
23.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
23.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
22.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
22.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
22.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
21.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
21.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
21.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
21.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
21.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
20.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
8.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
7.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
7.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
1.4
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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
