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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.
RBM38 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
49.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
46.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
40.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
37.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
36.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
35.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
34.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
31.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
31.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
31.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
30.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
30.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
29.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
29.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
29.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
28.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
28.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
28.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
27.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
25.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
24.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
24.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
23.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
22.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
22.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
22.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
22.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
22.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
22.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
22.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
21.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
21.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
21.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
21.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
20.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
19.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
19.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
19.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
19.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
18.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
18.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
18.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
18.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
18.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
18.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
18.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
17.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
17.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
17.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
17.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
17.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
17.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
17.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
16.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
15.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
15.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
15.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
15.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
15.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
15.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
14.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
14.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
14.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
14.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
13.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
13.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
12.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
9.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
8.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
5.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
2.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
1.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
1.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
1.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RBM38 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
29.5
Number of samples
486
Samples
Sample
Description
TPM
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
237.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
104.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
98.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
80.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
75.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
74.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
73.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
68.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
67.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
67.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
65.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
65.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
60.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
60.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
59.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
59.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
58.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
58.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
57.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
55.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
55.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
55.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
54.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
54.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
54.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
54.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
54.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
53.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
52.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
51.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
50.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
49.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
49.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
49.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
49.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
48.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
48.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
48.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
48.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
48.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
47.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
47.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
47.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
47.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
47.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
46.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
46.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
46.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
46.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
46.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
46.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
46.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
45.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
45.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
45.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
45.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
45.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
44.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
44.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
44.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
43.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
43.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
43.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
43.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
43.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
43.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
42.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
42.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
42.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
42.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
42.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
42.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
41.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
41.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
41.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
41.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
41.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
41.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
40.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
40.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
40.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
40.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
40.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
40.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
40.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
40.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
40.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
39.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
39.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
39.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
39.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
39.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
39.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
39.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
38.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
38.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
38.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
38.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
38.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
38.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
37.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
37.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
37.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
37.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
37.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
37.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
37.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
37.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
37.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
37.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
37.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
37.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
36.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
36.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
36.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
36.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
36.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
36.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
35.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
35.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
35.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
35.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
35.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
35.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
35.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
35.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
35.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
35.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
35.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
35.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
34.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
34.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
34.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
34.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
34.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
34.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
34.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
34.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
33.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
33.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
33.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
33.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
33.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
33.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
33.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
33.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
33.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
33.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
33.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
33.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
32.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
32.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
32.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
32.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
32.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
32.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
32.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
32.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
32.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
32.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
32.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
32.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
32.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
32.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
32.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
31.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
31.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
31.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
31.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
31.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
31.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
31.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
31.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
31.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
31.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
31.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
31.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
31.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
31.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
31.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
30.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
30.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
30.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
30.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
30.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
30.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
30.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
30.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
30.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
30.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
30.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
30.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
30.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
30.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
30.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
30.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
30.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
30.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
30.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
30.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
29.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
29.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
29.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
29.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
29.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
29.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
29.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
29.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
29.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
29.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
29.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
28.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
28.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
28.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
28.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
28.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
28.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
28.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
28.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
28.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
28.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
28.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
28.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
28.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
28.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
28.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
28.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
28.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
28.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
28.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
28.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
28.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
28.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
28.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
27.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
27.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
27.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
27.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
27.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
27.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
27.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
27.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
27.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
27.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
27.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
27.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
27.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
27.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
27.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
27.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
27.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
27.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
27.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
27.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
27.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
27.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
27.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
27.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
27.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
27.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
26.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
26.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
26.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
26.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
26.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
26.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
26.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
26.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
26.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
26.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
25.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
25.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
25.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
25.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
25.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
25.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
25.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
25.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
25.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
25.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
25.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
25.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
25.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
25.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
25.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
24.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
24.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
24.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
24.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
24.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
24.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
24.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
24.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
24.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
24.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
24.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
24.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
24.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
24.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
24.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
23.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
23.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
23.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
23.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
23.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
23.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
23.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
23.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
23.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
23.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
23.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
22.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
22.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
22.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
22.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
21.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
21.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
21.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
21.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
21.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
20.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
20.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
19.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
19.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
19.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
19.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
18.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
11.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
11.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
10.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
8.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
7.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
6.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
5.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
5.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RBM38 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
14.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
42.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
40.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
37.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
31.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
30.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
30.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
30.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
30.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
28.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
26.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
24.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
23.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
22.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
22.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
21.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
21.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
21.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
21.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
21.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
19.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
19.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
18.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
18.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
17.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
17.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
17.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
17.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
16.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
16.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
15.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
15.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
14.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
14.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
14.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
14.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
12.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
8.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RBM38 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
29.2
Number of samples
207
Samples
Sample
Description
TPM
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
96.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
73.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
66.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
66.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
65.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
60.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
60.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
56.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
55.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
55.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
54.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
51.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
50.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
50.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
49.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
49.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
48.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
46.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
46.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
45.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
45.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
45.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
45.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
44.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
44.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
44.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
44.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
43.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
43.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
42.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
42.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
42.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
42.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
42.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
41.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
41.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
41.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
41.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
40.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
39.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
39.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
38.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
38.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
37.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
37.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
37.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
37.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
36.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
36.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
36.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
35.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
35.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
35.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
34.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
34.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
34.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
33.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
33.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
33.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
32.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
32.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
32.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
32.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
32.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
32.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
31.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
31.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
31.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
31.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
31.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
31.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
31.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
31.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
30.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
30.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
30.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
29.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
29.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
29.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
29.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
29.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
29.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
29.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
29.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
29.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
28.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
28.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
28.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
28.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
28.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
28.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
28.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
28.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
27.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
27.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
27.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
27.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
27.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
26.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
26.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
26.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
26.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
26.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
26.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
26.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
26.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
26.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
25.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
25.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
25.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
25.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
25.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
25.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
24.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
24.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
24.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
24.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
24.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
24.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
24.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
24.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
24.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
24.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
24.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
23.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
23.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
23.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
23.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
23.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
23.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
23.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
23.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
22.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
22.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
22.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
22.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
22.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
22.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
22.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
21.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
21.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
21.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
20.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
20.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
20.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
20.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
19.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
18.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
16.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
14.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
7.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
