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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.
TRADD 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
14.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
55.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
39.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
37.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
35.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
33.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
31.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
29.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
28.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
28.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
27.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
27.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
25.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
24.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
24.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
24.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
23.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
23.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
23.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
23.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
22.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
22.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
22.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
22.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
22.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
21.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
21.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
21.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
21.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
21.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
21.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
20.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
20.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
20.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
20.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
19.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
19.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
19.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
19.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
19.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
19.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
19.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
19.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
18.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
18.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
18.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
18.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
18.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
18.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
18.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
18.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
18.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
18.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
18.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
18.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
18.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
18.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
18.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
17.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
17.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
17.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
17.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
17.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
17.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
17.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
17.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
17.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
17.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
17.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
17.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
16.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
16.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
16.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
16.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
16.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
16.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
16.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
16.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
16.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
16.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
16.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
16.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
15.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
15.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
15.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
15.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
15.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
15.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
15.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
15.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
15.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
15.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
15.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
14.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
14.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
14.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
14.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
14.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
14.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
14.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
13.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
13.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
13.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
13.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
13.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
12.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
12.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
12.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
12.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
12.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
12.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
12.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
11.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
11.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
10.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
9.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
6.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
3.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
3.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
TRADD 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
10.4
Number of samples
486
Samples
Sample
Description
TPM
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
26.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
23.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
16.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
13.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
12.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
12.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
11.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
11.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
11.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
10.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
10.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
10.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
10.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
10.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
10.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
10.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
10.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
10.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
10.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
10.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
10.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
10.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
10.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
9.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
9.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
9.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
9.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
9.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
9.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
9.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
9.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
9.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
9.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
9.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
9.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
9.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
9.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
9.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
9.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
9.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
9.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
9.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
9.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
9.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
9.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
9.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
9.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
9.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
9.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
9.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
9.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
9.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
9.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
9.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
9.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
9.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
9.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
9.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
8.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
8.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
8.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
8.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
8.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
8.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
8.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
8.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
8.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
8.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
8.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
8.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
8.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
8.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
8.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
8.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
8.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
8.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
8.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
8.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
8.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
8.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
8.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
8.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
8.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
8.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
8.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
8.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
8.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
8.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
8.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
8.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
8.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
8.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
8.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
8.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
8.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
8.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
8.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
8.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
8.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
8.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
8.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
8.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
8.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
8.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
8.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
7.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
7.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
7.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
7.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
7.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
7.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
7.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
7.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
7.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
7.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
7.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
7.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
7.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
7.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
7.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
7.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
7.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
7.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
7.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
7.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
7.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
7.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
7.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
7.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
7.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
7.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
7.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
6.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
6.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
6.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
6.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
6.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
6.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
6.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
6.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
6.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
6.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
6.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
6.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
6.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
6.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
6.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
6.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
6.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
6.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
6.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
6.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
6.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
6.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
6.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
6.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
5.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
5.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
5.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
5.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
5.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
5.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
5.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
5.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
5.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
5.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
4.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
4.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.7
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.
TRADD 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
13.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
26.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
22.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
21.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
21.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
21.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
19.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
19.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
19.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
18.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
18.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
18.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
17.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
17.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
17.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
16.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
16.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
15.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
15.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
15.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
15.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
15.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
14.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
14.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
14.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
13.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
12.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
12.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
11.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TRADD 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
9.8
Number of samples
207
Samples
Sample
Description
TPM
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
18.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
16.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
11.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
11.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
10.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
10.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
10.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
9.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
9.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
9.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
9.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
9.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
9.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
9.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
9.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
9.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
9.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
9.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
9.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
8.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
8.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
8.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
8.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
8.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
8.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
8.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
8.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
8.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
8.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
8.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
8.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
8.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
7.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
7.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
7.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
7.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
7.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
7.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
7.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
7.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
7.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
7.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
7.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
7.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
7.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
6.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
6.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
6.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
6.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
6.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
6.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
6.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
6.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
6.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
6.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
5.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
5.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
5.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
5.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
5.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
5.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
5.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
5.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
5.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
5.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
5.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
5.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
5.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
4.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
4.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
1.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.8
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.7
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.6
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.6
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.6
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.6
1c070992-647b-4173-a481-904c4d_D2
Normal
0.5
b2400046-1d25-429d-a821-6040a6
Tumor
0.5
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.5
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.5
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.5
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.5
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.4
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.4
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.4
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.5
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.5
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.6
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.7
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.7
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.8
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
