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.
IMPACT 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
10.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
41.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
33.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
28.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
28.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
23.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
23.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
23.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
23.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
23.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
21.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
21.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
20.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
20.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
20.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
19.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
19.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
19.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
19.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
18.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
18.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
18.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
17.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
17.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
17.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
17.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
16.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
16.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
16.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
16.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
15.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
14.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
14.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
14.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
14.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
14.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
14.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
13.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
13.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
13.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
13.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
13.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
12.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
12.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
12.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
11.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
11.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
10.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
8.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
2.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
1.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IMPACT 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
19.8
Number of samples
486
Samples
Sample
Description
TPM
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
56.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
50.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
48.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
45.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
39.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
39.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
38.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
38.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
38.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
37.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
37.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
36.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
36.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
35.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
35.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
34.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
34.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
34.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
34.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
34.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
34.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
33.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
33.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
33.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
33.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
32.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
32.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
32.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
32.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
32.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
31.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
31.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
31.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
31.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
31.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
31.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
31.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
31.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
30.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
30.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
30.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
30.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
30.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
30.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
30.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
30.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
29.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
29.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
29.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
29.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
29.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
29.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
29.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
29.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
29.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
29.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
29.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
29.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
28.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
28.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
28.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
28.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
28.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
28.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
28.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
28.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
28.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
28.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
28.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
28.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
27.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
27.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
27.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
27.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
27.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
27.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
27.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
27.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
27.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
27.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
26.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
26.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
26.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
26.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
26.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
26.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
25.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
25.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
25.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
25.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
25.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
25.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
25.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
25.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
25.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
25.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
25.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
25.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
25.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
25.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
25.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
25.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
25.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
25.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
25.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
25.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
24.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
24.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
24.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
24.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
24.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
24.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
24.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
24.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
24.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
23.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
23.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
23.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
23.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
23.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
23.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
23.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
23.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
23.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
23.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
22.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
22.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
22.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
22.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
22.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
22.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
22.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
22.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
22.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
22.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
22.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
22.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
22.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
22.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
22.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
22.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
21.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
21.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
21.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
21.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
21.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
21.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
21.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
21.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
20.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
20.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
20.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
20.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
20.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
20.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
20.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
20.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
19.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
18.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
15.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
15.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
14.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
11.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
10.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
9.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
9.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
8.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
8.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
8.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
8.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
7.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
6.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
5.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
5.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
3.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.8
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.
IMPACT 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
9.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
20.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
19.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
18.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
18.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
17.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
17.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
16.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
15.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
14.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
3.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IMPACT 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
16.9
Number of samples
207
Samples
Sample
Description
TPM
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
57.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
49.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
42.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
40.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
39.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
38.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
37.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
34.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
34.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
32.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
31.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
30.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
30.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
30.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
29.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
29.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
28.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
28.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
27.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
27.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
26.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
25.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
25.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
25.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
24.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
24.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
24.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
23.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
23.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
23.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
23.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
23.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
22.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
22.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
22.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
21.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
21.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
21.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
21.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
20.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
20.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
20.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
15.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
9.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
7.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
7.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
5.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
5.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
4.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
4.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
4.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
3.3
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.8
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.8
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.7
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.7
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.6
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.6
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.6
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.6
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.6
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.5
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.5
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.5
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.5
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.5
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.5
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.5
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.5
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.4
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.4
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.4
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.4
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.5
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.5
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.6
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.6
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.7
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.8
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.8
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.9
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-1.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-1.4
b2400046-1d25-429d-a821-6040a6
Tumor
-1.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
