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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.
TRAFD1 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
18.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
81.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
46.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
41.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
40.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
36.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
36.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
33.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
33.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
32.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
31.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
31.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
31.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
29.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
29.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
28.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
28.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
28.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
27.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
27.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
27.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
26.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
26.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
26.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
26.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
26.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
25.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
25.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
25.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
25.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
24.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
24.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
24.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
24.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
24.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
24.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
23.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
23.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
23.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
23.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
23.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
23.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
23.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
23.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
23.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
23.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
23.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
23.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
22.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
22.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
22.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
22.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
22.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
22.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
22.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
22.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
22.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
22.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
22.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
22.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
22.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
22.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
22.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
22.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
21.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
21.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
21.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
21.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
21.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
21.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
21.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
21.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
21.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
21.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
21.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
21.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
21.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
21.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
21.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
21.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
21.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
21.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
21.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
20.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
20.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
20.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
20.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
20.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
20.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
20.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
20.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
19.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
19.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
19.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
19.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
19.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
19.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
19.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
19.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
19.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
19.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
19.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
19.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
19.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
18.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
18.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
18.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
18.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
18.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
18.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
18.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
18.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
18.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
18.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
18.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
18.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
18.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
18.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
18.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
18.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
18.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
18.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
18.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
18.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
17.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
17.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
17.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
17.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
17.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
17.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
17.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
17.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
17.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
17.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
17.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
17.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
17.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
17.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
17.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
16.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
16.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
16.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
16.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
16.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
16.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
16.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
16.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
16.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
16.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
16.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
15.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
15.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
15.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
15.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
15.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
15.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
14.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
14.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
14.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
14.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
14.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
14.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
14.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
14.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
14.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
14.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
14.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
14.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
14.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
13.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
13.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
13.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
13.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
13.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
13.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
13.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
13.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
13.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
12.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
12.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
12.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
11.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
10.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
10.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 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.
TRAFD1 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
21.2
Number of samples
486
Samples
Sample
Description
TPM
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
68.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
59.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
53.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
49.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
49.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
47.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
47.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
47.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
46.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
45.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
44.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
43.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
42.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
41.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
39.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
39.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
38.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
36.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
36.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
36.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
35.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
35.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
35.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
35.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
35.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
35.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
34.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
34.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
34.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
34.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
34.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
33.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
33.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
31.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
31.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
31.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
31.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
31.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
30.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
30.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
30.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
29.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
29.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
29.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
29.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
28.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
28.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
28.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
28.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
28.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
28.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
28.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
27.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
27.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
27.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
27.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
27.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
27.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
27.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
27.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
27.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
27.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
27.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
27.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
27.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
27.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
27.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
26.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
26.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
26.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
26.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
26.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
26.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
26.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
26.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
26.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
26.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
26.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
26.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
26.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
26.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
25.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
25.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
25.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
25.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
25.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
25.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
25.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
25.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
25.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
25.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
25.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
25.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
25.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
25.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
25.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
24.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
24.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
24.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
24.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
24.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
24.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
24.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
24.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
24.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
24.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
24.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
24.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
24.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
24.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
24.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
24.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
24.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
24.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
24.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
24.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
24.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
23.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
23.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
23.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
23.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
23.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
23.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
23.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
23.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
23.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
23.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
23.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
23.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
23.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
23.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
23.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
23.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
23.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
23.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
22.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
22.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
22.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
22.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
22.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
22.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
22.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
22.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
22.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
22.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
22.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
22.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
22.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
22.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
22.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
21.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
21.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
21.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
21.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
21.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
21.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
20.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
20.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
20.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
20.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
20.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
20.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
20.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
19.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
19.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
19.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
19.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
19.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
19.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
19.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
7.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.6
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.
TRAFD1 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
17.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
31.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
30.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
27.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
25.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
24.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
24.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
23.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
23.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
23.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
23.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
23.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
23.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
22.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
22.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
21.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
21.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
21.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
21.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
21.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
21.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
20.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
20.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
20.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
20.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
20.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
19.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
19.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
19.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
19.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
18.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
18.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
18.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
18.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
18.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
18.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
17.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
17.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
17.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
17.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
17.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
17.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
17.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
17.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
17.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
16.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
16.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
16.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
16.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
16.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
16.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
16.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
15.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
15.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
15.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
15.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
15.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
15.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
14.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
14.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
14.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
14.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
14.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
14.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
14.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
13.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
13.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
13.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
12.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
12.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 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.
TRAFD1 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
19.1
Number of samples
207
Samples
Sample
Description
TPM
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
37.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
36.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
34.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
33.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
31.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
31.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
30.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
28.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
28.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
27.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
27.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
27.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
27.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
27.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
26.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
26.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
26.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
25.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
25.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
25.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
24.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
24.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
24.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
24.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
24.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
23.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
23.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
23.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
23.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
23.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
23.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
23.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
23.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
22.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
22.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
22.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
22.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
22.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
21.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
21.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
21.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
21.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
21.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
21.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
20.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
20.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
20.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
20.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
19.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
19.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
18.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
17.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
17.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
6.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
1.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.8
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.6
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.6
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.6
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.6
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.6
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.5
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.4
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.3
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Tumor
0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
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Normal
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
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Normal
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
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Tumor
0.2
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Normal
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
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Tumor
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
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Tumor
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
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Normal
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
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Normal
0.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
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Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
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Normal
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.5
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.5
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.6
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.6
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.9
b2400046-1d25-429d-a821-6040a6
Tumor
-1.3
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
