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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.
RIN2 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
8.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
38.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
35.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
29.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
27.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
26.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
25.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
24.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
23.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
23.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
22.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
21.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
21.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
20.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
20.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
20.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
19.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
19.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
18.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
17.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
16.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
16.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
15.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
14.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
13.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
12.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
12.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
12.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
12.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
4.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
2.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 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.
RIN2 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
28.1
Number of samples
486
Samples
Sample
Description
TPM
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
74.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
73.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
65.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
62.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
57.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
57.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
56.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
55.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
55.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
53.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
53.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
52.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
51.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
50.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
50.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
50.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
50.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
50.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
50.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
50.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
49.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
49.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
49.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
47.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
47.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
47.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
46.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
46.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
45.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
45.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
45.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
45.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
45.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
44.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
44.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
44.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
43.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
43.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
43.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
43.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
43.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
43.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
43.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
43.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
42.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
42.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
42.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
42.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
41.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
41.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
41.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
41.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
41.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
41.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
41.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
41.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
40.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
40.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
40.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
40.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
40.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
40.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
40.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
40.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
40.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
40.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
39.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
39.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
39.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
39.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
39.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
39.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
38.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
38.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
38.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
38.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
38.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
38.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
38.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
38.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
37.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
37.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
37.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
37.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
37.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
37.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
37.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
36.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
36.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
36.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
36.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
36.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
36.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
36.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
36.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
35.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
35.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
35.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
35.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
34.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
34.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
34.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
34.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
34.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
34.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
34.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
34.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
34.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
34.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
34.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
34.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
34.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
33.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
33.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
33.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
33.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
33.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
33.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
33.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
33.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
33.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
33.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
33.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
33.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
33.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
33.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
33.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
33.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
33.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
33.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
33.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
32.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
32.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
32.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
32.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
32.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
32.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
32.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
32.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
32.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
32.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
32.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
32.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
32.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
32.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
32.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
32.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
32.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
32.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
31.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
31.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
31.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
31.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
31.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
31.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
31.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
31.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
31.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
31.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
31.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
31.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
31.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
31.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
31.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
31.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
31.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
30.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
30.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
30.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
30.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
30.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
30.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
30.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
30.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
30.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
30.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
30.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
30.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
30.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
30.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
30.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
30.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
30.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
30.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
30.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
30.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
30.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
29.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
29.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
29.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
29.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
29.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
29.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
29.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
29.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
29.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
29.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
29.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
29.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
29.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
29.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
28.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
28.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
28.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
28.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
28.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
28.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
28.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
28.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
28.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
28.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
28.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
28.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
28.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
28.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
27.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
27.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
27.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
27.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
27.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
27.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
27.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
27.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
27.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
27.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
27.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
27.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
27.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
27.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
27.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
27.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
27.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
27.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
26.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
26.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
26.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
26.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
26.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
26.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
26.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
26.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
26.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
26.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
26.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
26.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
26.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
26.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
26.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
25.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
25.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
25.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
25.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
25.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
25.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
25.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
25.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
25.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
25.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
25.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
25.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
25.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
25.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
25.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
25.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
25.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
25.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
25.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
24.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
24.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
24.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
24.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
24.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
24.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
24.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
24.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
24.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
24.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
24.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
24.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
24.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
24.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
24.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
24.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
24.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
24.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
24.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
23.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
23.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
23.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
23.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
23.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
23.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
23.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
23.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
23.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
23.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
23.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
23.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
23.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
23.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
23.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
23.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
23.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
23.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
23.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
22.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
22.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
22.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
22.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
22.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
22.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
22.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
22.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
21.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
21.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
21.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
21.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
21.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
20.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
20.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
20.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
20.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
20.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
20.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
20.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
19.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
19.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
16.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
10.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
7.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.2
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.
RIN2 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
9.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
43.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
24.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
23.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
23.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
22.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
21.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
21.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
20.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
19.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
18.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
17.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
14.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
2.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
RIN2 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
27.9
Number of samples
207
Samples
Sample
Description
TPM
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
67.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
62.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
60.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
60.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
59.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
57.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
50.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
50.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
49.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
48.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
47.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
47.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
46.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
44.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
43.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
43.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
41.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
41.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
41.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
40.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
39.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
39.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
39.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
39.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
39.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
38.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
38.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
38.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
38.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
37.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
37.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
37.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
36.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
36.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
36.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
36.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
36.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
36.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
35.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
35.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
35.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
35.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
35.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
35.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
35.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
35.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
35.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
35.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
35.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
34.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
34.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
34.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
34.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
34.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
33.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
33.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
33.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
32.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
32.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
32.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
32.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
32.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
32.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
31.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
31.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
31.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
31.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
31.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
31.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
30.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
30.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
30.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
30.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
29.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
29.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
29.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
29.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
29.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
29.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
29.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
29.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
29.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
29.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
28.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
28.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
28.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
28.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
28.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
28.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
28.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
28.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
28.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
28.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
28.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
28.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
28.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
28.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
28.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
27.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
27.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
27.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
27.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
27.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
27.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
26.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
26.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
26.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
26.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
25.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
25.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
25.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
25.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
25.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
25.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
25.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
25.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
25.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
25.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
25.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
25.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
25.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
25.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
24.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
24.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
24.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
24.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
24.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
24.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
24.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
23.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
23.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
23.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
23.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
23.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
23.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
23.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
22.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
22.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
22.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
21.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
21.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
21.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
20.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
20.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
20.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
19.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
19.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
19.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
15.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
348f6009-e1be-44d2-a093-9ca844_D2
Normal
1.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
1.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.9
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.9
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.9
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.7
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.7
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.7
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.7
963fc8db-f412-4427-a198-23f660_D2
Normal
0.7
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.7
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.7
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.7
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.6
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.6
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.4
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.4
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.4
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.5
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.5
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.5
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.6
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.6
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.6
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.7
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.7
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.8
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.8
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.8
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.8
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.9
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.9
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-1.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-1.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-2.7
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
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
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
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
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
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
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
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
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
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
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
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
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
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
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_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
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
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
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
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
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_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
