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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.
IMPA1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
57.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
48.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
47.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
44.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
35.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
30.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
30.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
30.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
30.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
29.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
28.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
28.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
28.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
27.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
27.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
27.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
25.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
24.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
24.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
24.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
23.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
23.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
22.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
22.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
22.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
21.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
21.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
21.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
20.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
20.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
20.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
20.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
20.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
20.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
20.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
20.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
20.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
20.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
19.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
19.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
19.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
19.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
18.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
18.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
18.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
18.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
18.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
18.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
18.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
18.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
18.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
17.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
17.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
17.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
17.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
17.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
17.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
17.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
16.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
16.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
16.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
16.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
16.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
16.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
16.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
16.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
16.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
16.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
16.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
16.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
15.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
15.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
15.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
14.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
14.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
14.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
14.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
14.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
14.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
14.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
14.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
14.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
12.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
12.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
12.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
12.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
12.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
12.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
11.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
10.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 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.
IMPA1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.3
Number of samples
486
Samples
Sample
Description
TPM
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
48.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
45.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
40.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
40.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
39.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
38.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
34.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
33.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
33.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
33.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
32.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
32.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
31.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
31.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
31.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
31.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
30.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
30.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
29.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
29.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
28.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
28.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
28.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
28.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
28.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
28.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
27.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
27.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
27.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
27.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
27.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
26.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
26.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
26.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
26.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
26.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
26.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
26.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
26.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
25.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
25.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
25.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
25.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
25.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
25.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
24.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
24.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
24.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
24.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
24.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
24.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
24.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
24.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
23.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
23.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
23.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
23.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
23.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
23.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
23.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
23.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
23.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
23.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
23.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
23.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
22.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
22.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
22.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
22.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
22.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
22.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
22.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
21.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
21.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
21.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
21.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
21.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
20.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
20.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
20.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
20.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
20.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
20.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
20.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
20.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
20.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
20.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
20.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
20.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
20.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
20.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
20.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
20.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
19.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
19.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
19.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
18.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
17.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
16.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
15.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
12.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
12.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
11.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
11.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
10.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
10.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
10.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
10.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
9.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
9.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
9.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
9.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
9.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
9.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
9.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
9.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
8.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
8.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
8.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
7.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
7.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
7.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
6.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
4.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
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.
IMPA1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
42.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
33.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
30.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
28.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
28.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
26.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
24.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
21.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
21.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
20.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
20.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
19.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
18.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
17.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
17.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
16.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
16.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
15.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
15.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
15.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
15.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
14.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
14.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
14.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
14.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IMPA1 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
15.5
Number of samples
207
Samples
Sample
Description
TPM
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
52.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
35.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
30.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
29.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
27.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
26.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
26.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
25.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
25.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
25.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
25.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
24.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
24.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
24.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
23.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
22.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
21.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
21.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
21.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
20.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
20.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
18.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
18.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
18.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
11.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
10.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
10.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
10.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
8.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
8.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
7.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
7.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
7.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
6.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
5.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
1.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
1.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
1.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.9
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.9
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.9
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.9
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.9
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.8
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.8
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.8
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.7
82157a70-12f1-4913-b548-d98881_D2
Normal
0.7
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.7
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.7
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.7
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.7
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.7
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.7
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.6
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.6
b2400046-1d25-429d-a821-6040a6
Tumor
0.6
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.6
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.6
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.6
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.6
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.6
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.6
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.6
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.6
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.5
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.5
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.5
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.5
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.5
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.5
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.5
963fc8db-f412-4427-a198-23f660_D2
Normal
0.5
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.5
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.5
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.5
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.5
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.5
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.5
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.6
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.6
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.6
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.6
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.6
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.6
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.6
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.6
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.6
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.7
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.7
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.7
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.7
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.7
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.8
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.8
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.8
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.9
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.9
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-1.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-1.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-1.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-1.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-1.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-1.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-1.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-1.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-1.5
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-1.5
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-1.5
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-1.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-1.6
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-1.7
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-1.8
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.