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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.
RNF38 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
8.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
21.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
19.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
17.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
17.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
17.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
16.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
15.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
14.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
13.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
13.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
12.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
12.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
11.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
10.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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.
RNF38 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
23.1
Number of samples
486
Samples
Sample
Description
TPM
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
40.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
39.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
39.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
39.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
38.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
37.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
37.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
36.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
36.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
36.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
35.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
34.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
34.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
34.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
34.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
34.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
34.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
33.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
33.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
33.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
33.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
32.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
32.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
32.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
32.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
32.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
31.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
31.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
31.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
31.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
31.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
31.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
31.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
30.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
30.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
30.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
30.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
30.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
30.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
30.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
30.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
30.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
30.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
29.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
29.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
29.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
29.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
29.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
29.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
29.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
29.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
29.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
29.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
28.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
28.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
28.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
28.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
28.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
28.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
28.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
28.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
28.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
28.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
28.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
28.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
28.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
28.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
28.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
28.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
28.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
28.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
28.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
28.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
28.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
28.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
28.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
28.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
28.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
28.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
28.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
28.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
27.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
27.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
27.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
27.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
27.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
27.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
27.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
27.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
27.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
27.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
27.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
27.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
27.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
27.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
27.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
27.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
27.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
27.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
27.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
27.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
27.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
27.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
27.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
26.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
26.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
26.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
26.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
26.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
26.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
26.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
26.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
26.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
26.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
26.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
26.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
26.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
26.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
26.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
26.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
26.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
26.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
26.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
26.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
26.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
26.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
26.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
25.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
25.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
25.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
25.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
25.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
25.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
25.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
25.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
25.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
25.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
25.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
25.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
25.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
25.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
25.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
25.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
25.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
25.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
25.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
25.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
25.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
25.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
25.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
25.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
25.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
25.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
25.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
25.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
25.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
25.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
25.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
24.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
24.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
24.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
24.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
24.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
24.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
24.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
24.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
24.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
24.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
24.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
24.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
24.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
24.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
24.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
24.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
24.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
24.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
24.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
24.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
24.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
24.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
23.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
23.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
23.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
23.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
23.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
23.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
23.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
23.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
23.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
23.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
23.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
23.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
23.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
23.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
23.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
23.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
23.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
23.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
23.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
23.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
23.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
23.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
22.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
22.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
22.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
22.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
22.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
22.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
22.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
22.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
22.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
22.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
22.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
22.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
22.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
22.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
22.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
22.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
22.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
22.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
21.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
21.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
21.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
21.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
21.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
21.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
21.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
21.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
21.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
21.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
21.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
21.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
21.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
21.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
21.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
21.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
21.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
20.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
20.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
20.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
20.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
20.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
20.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
20.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
20.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
19.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
19.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
19.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
19.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
19.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
19.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
19.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
18.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
17.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RNF38 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
19.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
17.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
16.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
16.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
15.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
14.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
14.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
14.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
14.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.6
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.
RNF38 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
23.8
Number of samples
207
Samples
Sample
Description
TPM
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
47.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
46.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
41.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
39.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
38.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
37.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
37.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
36.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
33.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
33.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
33.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
33.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
32.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
32.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
32.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
31.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
31.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
30.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
30.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
30.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
30.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
30.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
30.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
30.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
29.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
29.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
29.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
29.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
29.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
29.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
29.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
29.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
28.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
28.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
28.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
28.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
28.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
28.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
28.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
28.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
28.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
28.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
28.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
27.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
27.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
27.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
27.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
27.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
27.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
27.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
27.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
27.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
27.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
26.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
26.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
26.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
26.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
26.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
26.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
26.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
26.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
26.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
26.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
25.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
25.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
25.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
25.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
25.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
25.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
25.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
25.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
25.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
25.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
25.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
24.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
24.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
24.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
24.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
24.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
24.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
24.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
24.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
24.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
24.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
24.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
24.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
24.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
24.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
24.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
24.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
24.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
24.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
23.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
23.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
23.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
23.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
23.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
23.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
23.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
23.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
23.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
23.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
23.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
23.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
23.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
23.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
22.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
22.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
22.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
22.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
22.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
22.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
21.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
21.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
21.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
21.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
21.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
21.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
21.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
21.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
21.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
20.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
20.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
20.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
20.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
20.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
20.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
19.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
19.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
19.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
18.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
18.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.4
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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
