We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
TRIP4 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
13.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
26.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
23.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
23.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
22.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
21.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
21.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
21.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
21.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
20.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
20.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
20.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
19.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
19.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
19.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
19.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
19.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
19.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
19.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
19.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
19.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
19.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
19.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
18.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
18.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
18.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
18.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
18.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
18.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
18.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
18.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
18.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
17.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
17.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
17.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
17.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
16.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
16.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
16.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
16.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
16.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
16.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
16.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
16.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
16.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
16.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
15.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
15.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
15.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
15.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
15.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
15.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
15.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
15.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
15.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
15.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
15.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
15.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
15.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
14.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
14.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
14.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
14.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
14.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
14.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
14.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
14.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
13.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
13.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
13.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
13.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
13.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
13.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
13.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
13.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
13.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
12.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
12.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
12.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
12.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
12.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
12.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
12.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
12.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
11.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
11.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
10.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
10.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
8.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 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.
TRIP4 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
14.0
Number of samples
486
Samples
Sample
Description
TPM
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
26.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
25.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
25.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
24.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
24.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
23.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
23.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
23.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
23.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
23.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
22.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
22.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
21.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
21.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
20.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
20.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
20.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
20.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
19.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
19.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
18.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
17.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
17.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
16.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
14.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
12.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
12.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
11.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
11.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
10.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
9.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
9.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
9.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
9.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
8.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
8.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
8.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
8.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
8.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
8.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
7.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
7.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
7.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
6.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
5.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
4.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
4.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
TRIP4 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
23.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
21.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
21.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
20.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
20.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
19.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
19.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
19.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
18.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
17.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
17.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
17.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
17.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
17.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
17.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
16.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
16.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
16.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
16.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
16.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
15.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
15.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
14.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
14.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
13.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
13.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
13.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
13.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
12.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
12.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
9.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 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.
TRIP4 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.6
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
25.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
25.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
24.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
20.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
20.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
17.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
15.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
12.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
8.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
7.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
7.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
6.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
6.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
6.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.5
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.8
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.8
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.8
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.7
b2400046-1d25-429d-a821-6040a6
Tumor
0.7
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.6
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.6
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.6
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.5
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.6
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
