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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.
TRAF2 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
41.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
35.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
34.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
34.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
34.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
33.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
33.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
32.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
32.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
32.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
31.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
31.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
31.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
31.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
30.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
30.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
30.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
30.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
30.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
30.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
29.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
29.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
28.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
28.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
28.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
28.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
27.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
27.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
27.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
27.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
27.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
26.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
26.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
26.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
26.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
26.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
26.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
26.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
26.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
26.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
26.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
25.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
25.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
25.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
25.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
25.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
25.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
25.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
25.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
25.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
25.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
24.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
24.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
24.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
24.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
24.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
24.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
24.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
23.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
23.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
23.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
23.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
23.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
23.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
23.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
23.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
23.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
23.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
23.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
23.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
23.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
23.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
22.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
22.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
22.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
22.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
22.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
22.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
22.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
22.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
22.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
22.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
22.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
22.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
21.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
21.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
21.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
21.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
21.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
21.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
21.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
21.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
21.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
21.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
21.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
21.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
21.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
21.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
21.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
21.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
21.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
21.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
21.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
20.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
20.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
20.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
20.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
20.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
20.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
20.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
20.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
20.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
20.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
20.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
19.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
19.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
19.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
19.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
19.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
19.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
19.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
19.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
19.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
19.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
19.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
19.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
19.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
19.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
19.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
19.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
19.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
19.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
19.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
19.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
18.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
18.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
18.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
18.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
18.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
18.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
18.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
18.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
18.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
18.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
18.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
18.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
18.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
18.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
18.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
18.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
18.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
17.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
17.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
17.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
17.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
17.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
17.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
17.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
17.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
17.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
17.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
17.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
17.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
17.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
17.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
16.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
16.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
16.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
16.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
16.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
16.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
16.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
16.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
16.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
16.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
16.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
16.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
16.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
15.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
15.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
15.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
15.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
15.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
15.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
15.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
15.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
14.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
14.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
14.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
14.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
14.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
14.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
14.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
14.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
14.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
14.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
14.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
13.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
13.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
13.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
12.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
12.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
10.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 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.
TRAF2 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
17.4
Number of samples
486
Samples
Sample
Description
TPM
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
40.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
36.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
34.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
34.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
34.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
33.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
33.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
32.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
32.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
31.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
30.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
30.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
30.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
29.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
29.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
29.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
28.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
28.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
28.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
27.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
27.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
27.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
27.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
27.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
26.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
26.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
26.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
26.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
26.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
25.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
25.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
25.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
25.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
25.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
25.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
24.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
24.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
24.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
24.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
24.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
24.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
24.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
24.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
24.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
24.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
24.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
23.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
23.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
23.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
23.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
22.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
22.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
22.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
22.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
22.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
22.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
22.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
21.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
21.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
21.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
21.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
21.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
21.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
21.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
21.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
21.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
21.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
21.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
20.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
20.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
20.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
20.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
20.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
20.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
20.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
20.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
20.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
20.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
20.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
19.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
19.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
19.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
19.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
18.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
18.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
18.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
18.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
17.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
16.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
13.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
6.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
6.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
TRAF2 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
21.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
78.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
40.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
38.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
38.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
35.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
34.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
33.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
32.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
32.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
31.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
30.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
30.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
30.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
29.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
29.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
26.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
26.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
26.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
26.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
25.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
25.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
25.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
24.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
24.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
23.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
23.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
23.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
23.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
23.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
22.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
22.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
22.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
21.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
21.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
21.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
20.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
20.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
20.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
20.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
19.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
19.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
19.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
19.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
19.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
19.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
19.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
18.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
18.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
18.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
18.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
17.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
17.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
17.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
16.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
16.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
16.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
16.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
15.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
15.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
14.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
14.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
14.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
14.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
14.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
14.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
13.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
13.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
11.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 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.
TRAF2 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
17.7
Number of samples
207
Samples
Sample
Description
TPM
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
47.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
37.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
28.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
28.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
27.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
26.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
26.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
26.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
26.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
25.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
25.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
24.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
24.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
24.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
24.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
24.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
23.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
23.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
23.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
23.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
23.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
22.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
22.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
22.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
22.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
22.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
22.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
21.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
21.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
21.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
21.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
20.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
20.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
20.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
20.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
20.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
19.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
19.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
17.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.8
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.7
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.7
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.7
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.6
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.6
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.5
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.5
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.4
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
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Tumor
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
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Tumor
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
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Tumor
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.4
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.5
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.5
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.6
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.8
b2400046-1d25-429d-a821-6040a6
Tumor
-1.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-1.1
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
