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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.
GMIP 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
12.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
25.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
23.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
23.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
22.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
22.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
22.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
21.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
21.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
21.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
20.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
19.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
19.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
19.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
19.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
18.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
18.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
18.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
18.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
18.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
17.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
17.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
17.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
17.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
17.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
17.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
17.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
17.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
16.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
16.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
16.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
16.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
16.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
16.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
16.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
16.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
16.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
16.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
15.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
15.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
15.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
15.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
15.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
15.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
15.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
15.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
14.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
14.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
14.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
14.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
14.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
14.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
14.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
14.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
14.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
14.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
13.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
13.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
13.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
13.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
13.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
13.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
13.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
13.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
12.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
12.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
12.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
11.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
2.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
GMIP 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
18.9
Number of samples
486
Samples
Sample
Description
TPM
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
43.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
40.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
36.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
31.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
30.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
30.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
29.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
29.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
28.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
28.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
27.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
27.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
27.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
27.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
27.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
27.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
27.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
27.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
26.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
26.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
26.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
26.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
26.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
26.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
26.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
26.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
26.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
25.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
25.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
25.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
25.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
25.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
25.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
25.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
25.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
25.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
25.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
25.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
25.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
25.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
24.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
24.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
24.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
24.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
24.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
24.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
24.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
24.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
24.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
24.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
24.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
24.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
24.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
24.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
24.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
24.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
23.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
23.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
23.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
23.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
23.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
23.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
23.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
23.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
23.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
23.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
23.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
23.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
23.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
23.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
22.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
22.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
22.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
22.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
22.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
22.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
22.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
22.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
22.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
22.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
22.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
22.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
22.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
22.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
21.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
21.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
21.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
21.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
21.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
21.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
20.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
20.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
20.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
20.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
20.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
20.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
19.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
19.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
19.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
19.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
19.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
19.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
19.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
19.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
18.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
18.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
17.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
17.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
16.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
15.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
15.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
15.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
8.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
GMIP 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
10.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
18.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
17.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
17.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
17.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
15.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
15.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
15.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
14.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
14.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
14.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
14.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
13.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GMIP 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
18.0
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
29.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
28.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
28.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
28.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
28.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
27.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
27.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
26.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
26.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
25.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
24.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
24.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
24.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
24.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
23.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
23.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
23.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
23.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
22.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
22.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
22.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
21.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
21.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
21.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
21.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
21.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
21.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
21.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
20.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
20.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
20.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
20.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
20.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
19.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
19.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
18.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
17.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
17.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
17.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
16.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
14.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
1.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.8
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.8
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.7
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.7
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.6
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.6
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.6
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.6
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.5
b2400046-1d25-429d-a821-6040a6
Tumor
0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.5
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.5
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.5
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.5
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.5
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.5
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.4
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.5
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.6
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.6
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.6
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.6
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.6
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.6
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.6
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.8
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.8
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.8
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-1.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-1.2
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
