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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.
RNF20 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
15.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
30.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
28.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
28.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
26.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
26.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
25.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
25.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
25.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
24.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
24.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
24.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
24.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
22.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
22.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
22.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
22.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
22.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
21.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
21.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
21.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
21.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
21.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
21.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
21.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
21.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
20.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
20.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
20.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
20.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
20.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
20.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
20.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
19.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
19.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
19.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
19.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
19.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
19.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
19.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
19.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
19.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
18.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
18.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
18.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
18.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
18.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
18.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
18.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
18.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
18.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
18.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
18.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
18.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
18.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
17.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
17.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
17.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
17.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
17.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
17.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
17.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
17.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
17.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
17.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
17.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
17.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
17.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
17.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
17.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
17.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
17.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
17.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
17.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
17.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
17.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
17.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
17.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
17.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
17.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
17.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
16.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
16.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
16.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
16.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
16.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
16.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
16.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
16.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
15.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
15.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
15.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
15.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
15.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
15.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
15.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
15.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
15.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
15.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
15.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
15.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
15.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
15.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
15.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
15.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
15.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
14.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
14.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
14.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
14.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
14.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
14.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
14.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
14.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
14.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
14.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
14.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
14.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
14.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
14.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
14.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
13.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
13.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
13.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
13.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
13.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
13.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
13.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
13.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
13.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
12.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
12.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
12.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
12.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
12.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
12.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
11.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
11.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
11.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
9.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
RNF20 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
27.1
Number of samples
486
Samples
Sample
Description
TPM
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
51.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
50.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
46.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
45.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
44.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
44.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
44.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
44.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
43.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
43.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
42.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
42.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
42.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
41.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
41.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
40.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
39.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
39.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
39.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
38.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
38.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
38.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
38.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
38.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
38.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
38.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
38.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
37.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
37.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
37.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
37.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
36.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
36.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
36.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
36.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
36.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
36.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
36.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
36.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
36.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
36.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
36.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
36.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
36.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
36.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
36.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
36.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
36.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
36.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
35.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
35.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
35.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
35.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
35.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
35.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
35.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
35.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
35.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
35.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
35.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
35.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
35.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
35.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
35.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
34.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
34.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
34.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
34.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
34.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
34.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
34.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
34.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
34.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
34.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
34.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
34.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
34.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
34.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
34.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
33.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
33.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
33.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
33.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
33.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
33.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
33.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
33.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
33.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
33.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
33.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
32.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
32.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
32.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
32.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
32.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
32.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
32.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
32.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
32.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
32.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
32.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
32.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
32.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
32.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
32.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
32.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
32.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
32.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
32.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
32.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
31.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
31.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
31.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
31.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
31.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
31.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
31.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
31.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
31.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
31.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
31.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
31.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
31.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
31.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
31.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
31.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
30.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
30.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
30.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
30.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
30.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
30.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
30.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
30.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
30.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
30.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
30.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
30.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
30.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
30.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
30.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
30.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
30.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
29.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
29.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
29.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
29.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
29.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
29.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
29.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
29.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
29.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
29.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
29.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
29.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
29.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
29.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
29.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
29.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
29.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
29.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
29.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
29.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
29.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
29.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
29.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
29.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
28.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
28.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
28.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
28.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
28.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
28.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
28.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
28.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
28.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
28.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
28.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
28.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
28.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
28.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
28.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
28.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
28.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
28.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
28.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
28.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
28.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
28.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
28.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
27.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
27.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
27.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
27.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
27.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
27.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
27.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
27.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
27.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
27.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
27.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
27.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
27.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
27.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
27.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
27.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
27.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
27.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
27.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
27.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
27.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
27.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
27.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
27.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
27.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
27.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
27.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
27.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
27.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
27.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
27.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
27.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
27.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
27.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
27.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
27.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
27.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
26.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
26.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
26.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
26.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
26.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
26.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
26.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
26.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
26.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
26.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
26.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
26.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
26.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
26.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
26.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
26.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
26.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
26.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
26.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
26.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
26.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
26.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
26.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
26.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
26.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
25.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
25.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
25.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
25.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
25.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
25.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
25.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
25.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
25.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
25.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
25.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
25.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
25.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
25.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
25.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
25.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
25.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
25.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
25.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
25.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
25.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
25.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
25.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
25.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
25.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
25.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
25.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
25.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
25.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
25.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
25.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
25.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
25.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
25.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
25.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
25.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
25.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
24.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
24.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
24.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
24.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
24.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
24.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
24.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
24.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
24.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
24.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
24.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
24.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
24.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
24.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
24.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
24.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
24.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
24.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
24.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
24.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
24.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
24.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
24.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
24.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
24.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
24.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
23.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
23.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
23.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
23.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
23.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
23.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
23.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
23.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
23.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
23.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
23.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
23.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
23.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
23.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
23.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
23.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
23.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
23.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
23.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
23.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
23.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
23.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
23.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
23.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
23.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
23.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
23.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
23.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
23.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
23.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
22.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
22.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
22.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
22.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
22.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
22.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
22.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
22.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
22.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
22.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
22.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
22.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
22.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
22.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
22.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
22.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
22.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
22.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
21.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
21.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
21.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
21.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
21.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
21.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
21.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
20.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
20.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
20.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
20.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
20.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
20.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
19.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
19.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
19.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
19.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
18.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
18.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.6
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.
RNF20 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
16.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
29.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
28.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
28.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
25.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
25.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
25.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
25.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
24.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
24.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
23.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
23.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
23.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
23.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
22.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
21.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
21.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
20.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
19.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
19.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
19.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
19.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
19.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
18.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
18.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
18.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
18.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
18.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
17.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
17.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
17.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
17.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
17.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
17.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
16.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
16.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
16.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
16.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
16.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
16.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
16.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
16.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
15.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
15.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
15.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
15.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
15.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
14.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
14.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
13.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
11.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
11.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RNF20 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
26.6
Number of samples
207
Samples
Sample
Description
TPM
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
45.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
45.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
42.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
42.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
40.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
39.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
39.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
38.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
37.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
37.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
37.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
36.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
36.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
36.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
36.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
36.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
36.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
35.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
35.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
35.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
35.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
35.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
34.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
34.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
33.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
33.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
33.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
33.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
33.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
33.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
33.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
33.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
32.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
32.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
32.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
32.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
32.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
31.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
31.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
31.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
31.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
31.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
31.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
30.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
30.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
30.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
30.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
30.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
30.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
30.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
30.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
30.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
29.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
29.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
29.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
29.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
29.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
29.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
29.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
29.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
29.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
29.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
28.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
28.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
28.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
28.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
28.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
28.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
28.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
27.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
27.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
27.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
27.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
27.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
27.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
27.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
27.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
27.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
27.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
27.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
27.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
27.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
27.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
27.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
27.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
27.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
27.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
26.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
26.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
26.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
26.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
26.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
26.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
26.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
26.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
26.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
26.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
26.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
26.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
26.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
25.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
25.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
25.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
25.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
25.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
25.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
25.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
25.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
25.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
25.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
25.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
25.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
24.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
24.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
24.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
24.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
24.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
24.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
24.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
24.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
24.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
24.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
24.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
24.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
24.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
24.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
24.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
24.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
24.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
24.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
24.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
24.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
24.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
24.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
23.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
23.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
23.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
23.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
23.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
23.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
23.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
23.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
23.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
23.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
22.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
22.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
22.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
22.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
22.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
22.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
22.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
22.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
21.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
21.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
21.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
21.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
21.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
20.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
20.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
20.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
19.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.7
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.7
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.6
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.6
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.5
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.5
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.4
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.4
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.4
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.4
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.5
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.5
b2400046-1d25-429d-a821-6040a6
Tumor
-0.5
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.5
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.6
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.6
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.6
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.6
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.6
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.8
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.9
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
