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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
AKTIP is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
35.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
33.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
29.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
28.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
26.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
26.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
25.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
25.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
24.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
24.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
23.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
23.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
23.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
22.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
22.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
22.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
21.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
21.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
21.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
21.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
20.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
20.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
20.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
20.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
20.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
20.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
20.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
19.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
19.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
19.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
19.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
19.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
19.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
19.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
19.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
19.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
19.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
18.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
18.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
18.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
18.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
18.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
18.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
18.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
18.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
18.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
18.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
18.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
18.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
18.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
17.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
17.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
17.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
17.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
17.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
17.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
17.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
17.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
16.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
16.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
16.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
16.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
16.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
16.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
16.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
16.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
16.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
16.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
15.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
15.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
15.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
15.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
15.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
15.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
15.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
15.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
15.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
14.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
14.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
14.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
14.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
14.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
14.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
14.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
14.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
14.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
14.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
14.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
14.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
13.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
13.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
13.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
13.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
13.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
12.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
12.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
12.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
12.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
12.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
12.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
12.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
12.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
11.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
11.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
10.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
10.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 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.
AKTIP is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.2
Number of samples
486
Samples
Sample
Description
TPM
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
46.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
39.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
39.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
36.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
35.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
35.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
34.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
33.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
33.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
33.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
32.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
32.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
31.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
31.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
31.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
31.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
31.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
31.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
31.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
30.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
30.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
30.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
30.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
30.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
30.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
29.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
29.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
29.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
29.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
29.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
29.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
29.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
29.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
29.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
29.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
28.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
28.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
28.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
28.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
28.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
28.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
28.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
28.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
27.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
27.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
27.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
27.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
27.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
27.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
27.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
27.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
27.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
27.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
27.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
27.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
27.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
27.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
26.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
26.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
26.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
26.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
26.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
26.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
26.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
26.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
26.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
26.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
26.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
26.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
26.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
26.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
26.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
26.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
25.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
25.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
25.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
25.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
25.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
25.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
25.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
25.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
25.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
25.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
25.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
25.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
25.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
25.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
25.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
25.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
25.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
25.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
25.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
25.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
25.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
25.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
25.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
24.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
24.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
24.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
24.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
24.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
24.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
24.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
24.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
24.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
24.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
24.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
24.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
24.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
24.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
24.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
24.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
24.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
24.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
24.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
24.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
24.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
24.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
24.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
23.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
23.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
23.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
23.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
23.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
23.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
23.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
23.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
23.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
23.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
23.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
23.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
23.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
23.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
23.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
23.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
23.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
23.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
23.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
23.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
22.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
22.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
22.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
22.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
22.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
22.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
22.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
22.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
22.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
22.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
22.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
22.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
22.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
22.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
22.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
22.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
21.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
21.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
21.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
21.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
21.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
21.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
21.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
21.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
21.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
21.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
21.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
21.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
21.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
21.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
21.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
21.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
20.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
20.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
20.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
20.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
20.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
20.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
20.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
20.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
20.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
19.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
19.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
19.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
19.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
19.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
18.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
18.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
18.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
18.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
17.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
16.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
15.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
AKTIP 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
14.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
34.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
27.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
26.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
22.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
22.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
21.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
21.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
20.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
20.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
20.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
20.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
19.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
19.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
19.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
18.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
18.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
17.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
17.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
17.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
17.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
17.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
17.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
17.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
17.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
17.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
17.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
16.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
16.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
15.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
15.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
15.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
15.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
15.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
14.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
14.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
14.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
14.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
14.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
14.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
13.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
13.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
13.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
13.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.0
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.
AKTIP 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
20.9
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
35.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
34.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
33.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
32.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
32.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
32.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
31.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
29.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
29.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
29.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
29.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
29.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
29.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
29.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
28.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
28.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
27.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
27.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
27.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
27.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
27.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
27.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
27.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
27.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
27.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
27.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
26.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
26.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
26.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
26.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
26.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
26.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
26.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
26.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
26.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
25.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
25.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
25.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
25.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
25.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
25.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
24.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
24.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
24.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
24.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
24.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
24.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
24.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
24.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
24.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
24.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
24.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
23.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
23.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
23.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
23.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
23.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
23.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
23.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
22.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
22.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
22.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
22.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
22.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
22.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
22.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
22.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
22.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
21.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
21.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
21.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
21.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
21.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
21.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
21.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
21.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
20.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
20.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
20.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
20.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
19.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
19.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
19.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
19.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
17.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
17.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c307b7b0-534a-45fa-a420-35f773_D2
Normal
1.7
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
1.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
1.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.9
8cc7e656-0152-4359-8566-0581c3
Tumor
0.8
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.8
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.7
963fc8db-f412-4427-a198-23f660_D2
Normal
0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.6
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.6
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.6
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.6
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.5
41a04113-2061-4923-bca5-da586c_D2
Normal
0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.4
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.4
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.5
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.6
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.7
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.8
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-1.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-1.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-1.9
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_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
