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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.
RNF19A 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
13.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
62.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
39.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
36.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
33.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
31.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
29.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
28.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
25.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
25.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
25.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
25.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
25.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
24.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
24.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
24.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
23.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
22.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
22.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
22.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
21.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
21.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
20.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
20.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
20.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
19.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
19.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
19.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
18.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
18.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
18.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
18.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
18.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
18.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
18.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
17.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
17.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
17.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
17.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
17.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
17.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
17.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
17.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
17.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
16.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
16.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
16.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
16.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
16.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
16.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
16.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
16.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
16.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
16.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
16.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
16.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
16.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
15.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
15.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
15.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
15.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
15.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
14.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
14.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
14.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
14.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
14.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
14.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
13.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
13.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
13.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
13.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
13.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
13.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
12.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
12.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
12.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
12.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
12.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
11.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
8.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 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.
RNF19A is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
29.8
Number of samples
486
Samples
Sample
Description
TPM
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
102.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
79.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
74.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
70.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
66.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
63.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
61.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
60.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
59.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
56.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
55.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
54.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
53.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
52.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
50.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
50.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
49.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
49.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
48.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
48.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
48.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
48.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
47.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
47.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
46.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
46.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
46.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
45.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
45.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
45.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
44.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
44.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
43.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
43.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
42.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
42.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
42.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
42.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
42.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
42.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
41.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
41.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
41.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
40.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
40.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
40.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
40.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
40.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
40.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
40.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
40.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
40.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
39.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
39.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
39.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
39.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
39.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
39.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
39.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
39.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
39.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
39.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
39.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
39.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
38.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
38.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
38.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
38.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
38.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
38.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
38.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
38.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
38.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
38.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
37.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
37.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
37.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
37.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
37.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
37.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
37.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
37.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
37.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
37.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
37.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
36.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
36.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
36.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
36.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
36.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
36.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
36.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
36.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
36.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
35.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
35.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
35.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
35.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
35.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
35.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
35.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
35.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
35.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
35.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
35.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
34.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
34.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
34.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
34.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
34.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
34.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
34.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
34.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
34.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
34.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
34.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
34.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
34.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
34.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
34.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
34.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
34.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
34.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
33.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
33.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
33.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
33.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
33.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
33.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
33.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
33.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
33.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
33.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
33.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
33.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
33.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
33.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
33.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
33.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
33.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
32.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
32.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
32.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
32.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
32.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
32.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
32.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
32.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
32.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
32.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
32.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
32.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
32.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
32.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
32.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
32.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
32.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
32.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
32.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
32.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
32.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
32.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
32.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
31.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
31.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
31.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
31.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
31.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
31.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
31.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
31.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
31.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
31.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
31.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
31.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
31.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
31.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
31.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
30.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
30.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
30.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
30.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
30.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
30.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
30.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
30.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
30.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
30.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
30.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
30.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
30.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
30.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
30.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
30.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
30.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
29.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
29.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
29.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
29.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
29.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
29.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
29.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
29.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
29.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
29.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
29.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
29.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
29.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
29.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
29.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
29.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
29.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
29.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
29.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
29.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
29.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
29.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
29.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
29.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
29.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
29.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
29.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
29.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
29.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
29.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
28.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
28.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
28.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
28.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
28.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
28.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
28.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
28.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
28.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
28.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
28.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
28.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
28.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
28.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
28.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
28.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
28.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
28.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
28.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
28.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
28.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
28.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
28.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
28.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
28.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
27.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
27.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
27.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
27.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
27.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
27.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
27.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
27.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
27.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
27.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
27.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
27.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
27.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
26.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
26.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
26.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
26.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
26.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
26.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
26.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
26.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
26.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
26.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
26.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
26.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
26.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
26.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
26.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
26.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
26.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
26.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
26.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
26.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
26.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
26.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
25.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
25.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
25.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
25.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
25.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
25.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
25.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
25.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
25.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
25.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
25.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
25.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
25.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
25.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
25.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
25.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
25.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
25.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
25.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
25.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
25.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
25.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
25.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
25.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
25.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
25.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
24.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
24.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
24.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
24.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
24.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
24.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
24.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
24.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
24.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
24.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
24.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
24.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
24.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
24.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
24.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
24.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
24.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
24.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
24.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
24.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
24.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
24.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
24.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
24.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
24.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
24.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
24.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
24.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
24.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
24.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
23.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
23.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
23.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
23.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
23.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
23.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
23.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
23.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
23.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
23.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
23.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
23.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
23.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
23.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
23.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
23.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
23.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
23.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
23.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
23.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
23.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
22.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
22.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
22.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
22.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
22.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
22.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
22.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
22.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
22.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
21.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
21.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
21.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
21.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
21.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
21.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
21.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
21.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
21.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
21.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
20.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
20.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
20.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
19.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
19.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
19.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
19.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
18.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
17.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
16.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
16.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
RNF19A 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
13.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
36.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
27.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
26.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
26.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
24.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
24.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
22.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
21.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
20.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
20.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
20.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
19.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
18.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
18.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
18.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
17.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
17.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
16.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
16.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
16.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
16.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
15.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
15.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
15.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
14.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
14.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.0
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.
RNF19A is potential prognostic, high expression is favorable 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
28.0
Number of samples
207
Samples
Sample
Description
TPM
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
78.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
64.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
56.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
56.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
53.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
50.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
46.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
45.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
45.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
44.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
43.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
41.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
39.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
39.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
38.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
37.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
37.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
37.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
36.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
36.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
36.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
36.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
35.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
35.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
35.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
34.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
34.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
34.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
34.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
34.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
34.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
34.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
33.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
33.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
33.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
33.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
33.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
33.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
33.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
33.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
33.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
32.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
32.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
32.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
32.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
32.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
32.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
32.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
31.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
31.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
31.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
31.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
31.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
31.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
30.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
30.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
30.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
30.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
30.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
30.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
30.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
30.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
30.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
30.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
30.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
30.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
30.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
30.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
30.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
30.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
29.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
29.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
29.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
29.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
29.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
29.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
29.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
29.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
29.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
29.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
29.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
29.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
29.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
28.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
28.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
28.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
28.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
28.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
28.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
28.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
28.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
28.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
28.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
28.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
28.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
28.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
28.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
27.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
27.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
27.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
27.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
27.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
27.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
27.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
27.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
27.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
27.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
27.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
26.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
26.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
26.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
26.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
26.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
26.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
26.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
26.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
26.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
26.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
25.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
25.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
25.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
25.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
25.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
25.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
25.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
24.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
24.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
24.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
24.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
24.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
23.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
23.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
23.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
23.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
23.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
23.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
23.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
23.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
23.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
23.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
23.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
22.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
22.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
22.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
22.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
22.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
22.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
22.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
21.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
21.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
21.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
21.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
21.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
21.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
21.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
20.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
20.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
20.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
19.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
16.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
