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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.
PIM1 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
20.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
64.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
60.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
59.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
55.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
55.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
52.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
50.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
49.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
48.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
44.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
43.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
42.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
41.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
41.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
41.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
40.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
39.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
38.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
38.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
37.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
36.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
36.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
36.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
35.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
34.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
34.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
34.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
33.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
33.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
33.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
32.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
32.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
32.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
32.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
32.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
31.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
31.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
31.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
31.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
30.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
30.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
30.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
30.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
30.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
29.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
29.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
29.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
29.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
29.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
28.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
28.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
28.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
28.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
28.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
27.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
27.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
27.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
26.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
26.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
26.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
26.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
26.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
26.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
25.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
25.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
25.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
24.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
24.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
24.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
24.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
24.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
24.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
24.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
24.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
23.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
23.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
23.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
23.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
23.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
22.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
22.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
22.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
22.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
22.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
22.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
22.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
22.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
22.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
21.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
21.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
21.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
21.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
21.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
20.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
20.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
20.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
20.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
20.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
20.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
20.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
20.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
20.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
20.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
20.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
20.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
20.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
20.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
19.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
19.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
19.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
19.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
19.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
19.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
18.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
18.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
18.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
18.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
18.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
18.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
18.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
18.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
18.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
18.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
18.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
18.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
18.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
18.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
18.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
17.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
17.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
17.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
17.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
17.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
17.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
17.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
17.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
17.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
17.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
16.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
16.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
16.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
16.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
15.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
15.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
15.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
15.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
15.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
15.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
15.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
15.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
15.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
14.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
14.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
14.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
14.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
14.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
13.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
13.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
12.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
12.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
11.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
10.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
6.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 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.
PIM1 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
27.2
Number of samples
486
Samples
Sample
Description
TPM
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
120.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
87.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
82.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
74.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
71.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
65.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
63.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
62.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
62.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
60.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
58.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
57.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
52.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
52.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
51.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
50.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
50.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
50.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
49.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
49.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
49.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
48.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
48.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
48.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
47.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
47.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
47.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
46.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
46.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
46.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
45.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
45.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
45.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
45.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
44.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
44.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
44.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
44.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
43.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
43.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
43.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
43.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
43.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
43.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
43.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
42.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
42.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
42.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
42.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
42.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
42.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
41.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
41.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
41.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
41.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
41.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
41.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
41.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
41.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
40.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
40.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
40.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
40.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
40.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
40.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
40.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
40.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
40.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
39.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
39.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
39.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
38.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
38.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
38.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
38.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
38.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
38.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
38.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
37.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
37.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
37.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
37.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
37.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
37.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
37.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
37.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
36.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
36.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
36.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
36.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
36.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
36.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
36.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
36.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
36.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
35.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
35.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
35.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
35.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
35.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
35.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
35.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
35.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
35.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
35.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
35.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
34.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
34.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
34.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
34.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
34.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
33.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
33.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
33.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
33.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
33.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
33.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
33.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
33.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
33.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
33.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
32.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
32.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
32.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
32.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
32.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
32.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
32.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
32.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
32.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
32.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
32.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
32.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
31.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
31.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
31.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
31.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
31.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
31.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
31.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
31.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
31.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
31.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
31.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
31.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
31.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
31.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
31.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
30.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
30.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
30.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
30.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
30.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
30.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
30.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
30.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
30.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
30.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
30.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
29.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
29.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
29.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
29.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
29.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
29.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
29.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
29.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
29.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
29.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
29.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
29.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
29.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
29.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
29.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
29.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
29.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
28.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
28.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
28.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
28.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
28.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
28.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
28.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
28.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
28.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
28.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
28.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
28.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
28.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
28.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
28.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
28.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
27.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
27.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
27.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
27.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
27.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
27.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
27.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
27.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
27.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
27.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
27.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
27.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
27.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
27.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
27.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
27.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
27.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
27.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
27.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
27.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
27.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
27.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
26.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
26.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
26.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
26.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
26.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
26.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
26.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
26.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
26.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
26.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
26.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
26.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
26.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
26.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
26.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
26.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
26.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
26.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
25.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
25.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
25.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
25.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
25.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
25.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
25.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
25.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
25.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
25.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
25.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
25.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
25.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
25.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
25.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
25.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
25.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
25.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
25.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
25.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
25.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
24.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
24.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
24.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
24.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
24.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
24.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
24.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
24.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
24.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
24.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
24.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
24.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
23.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
23.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
23.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
23.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
23.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
23.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
23.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
23.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
23.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
23.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
22.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
22.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
22.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
22.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
22.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
22.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
22.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
22.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
22.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
21.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
21.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
21.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
21.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
21.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
20.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
19.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
19.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
19.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
19.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
19.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
19.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
19.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
19.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
17.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
14.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
12.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
10.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
9.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
9.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
7.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
6.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
PIM1 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
21.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
53.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
51.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
50.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
48.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
44.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
40.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
39.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
38.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
38.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
36.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
36.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
35.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
35.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
35.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
33.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
31.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
30.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
29.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
29.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
29.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
28.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
28.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
28.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
28.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
28.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
27.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
27.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
26.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
26.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
25.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
25.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
23.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
23.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
22.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
22.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
22.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
22.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
21.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
20.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
20.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
19.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
19.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
18.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
18.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
17.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
17.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
17.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
17.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
16.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
16.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
15.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
15.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
15.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
15.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
14.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
14.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
14.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
13.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
11.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
6.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 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.
PIM1 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
26.0
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
97.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
88.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
77.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
64.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
64.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
59.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
58.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
51.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
50.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
49.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
49.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
48.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
48.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
48.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
47.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
45.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
43.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
43.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
43.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
43.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
41.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
40.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
40.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
40.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
39.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
39.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
38.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
38.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
36.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
36.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
36.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
35.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
35.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
34.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
34.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
34.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
33.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
33.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
33.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
33.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
32.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
31.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
31.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
31.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
31.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
31.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
30.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
30.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
30.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
30.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
30.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
29.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
29.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
29.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
29.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
29.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
29.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
29.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
28.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
28.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
28.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
28.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
28.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
27.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
27.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
27.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
27.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
27.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
27.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
27.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
27.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
27.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
27.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
27.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
27.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
27.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
27.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
26.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
26.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
26.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
26.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
26.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
26.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
26.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
25.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
25.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
25.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
25.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
25.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
25.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
25.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
25.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
25.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
25.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
24.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
24.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
24.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
24.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
24.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
24.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
23.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
23.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
23.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
23.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
23.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
23.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
23.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
22.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
22.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
22.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
22.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
22.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
22.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
21.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
21.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
21.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
21.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
21.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
21.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
20.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
19.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
18.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
14.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
