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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.
RIT1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
33.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
29.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
24.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
23.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
22.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
22.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
20.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
20.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
20.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
20.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
20.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
19.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
19.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
19.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
19.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
18.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
17.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
17.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
17.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
17.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
16.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
16.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
16.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
15.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
14.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
14.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
14.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
14.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
14.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
14.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
12.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
12.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
12.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
12.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
10.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 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.
RIT1 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
15.2
Number of samples
486
Samples
Sample
Description
TPM
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
31.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
29.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
27.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
26.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
26.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
26.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
26.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
26.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
25.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
25.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
25.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
24.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
24.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
24.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
23.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
23.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
23.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
22.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
22.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
22.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
22.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
22.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
22.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
21.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
21.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
21.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
21.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
21.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
21.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
20.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
20.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
19.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
19.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
19.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
18.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
18.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
18.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
17.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
16.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
15.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
14.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
14.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
13.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
11.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
11.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
11.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
10.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
10.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
10.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
10.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
10.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
9.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
9.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
9.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
9.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
9.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
9.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
8.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
7.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
7.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
7.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
RIT1 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
10.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
27.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
20.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
18.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
18.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
18.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
17.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
17.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
16.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
15.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
14.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
14.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
13.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
12.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.2
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.
RIT1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.0
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
26.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
24.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
24.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
23.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
23.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
22.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
20.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
20.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
19.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
17.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
16.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
14.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
10.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
8.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
7.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
