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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.
RNF19B 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
24.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
74.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
57.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
57.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
54.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
50.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
50.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
48.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
46.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
45.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
44.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
44.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
44.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
43.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
43.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
42.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
42.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
41.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
41.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
40.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
40.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
40.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
39.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
39.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
38.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
38.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
38.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
38.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
38.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
37.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
36.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
36.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
36.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
36.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
36.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
35.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
35.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
35.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
35.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
34.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
34.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
33.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
33.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
33.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
33.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
33.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
33.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
33.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
33.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
33.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
32.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
32.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
32.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
31.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
31.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
31.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
31.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
31.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
31.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
30.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
30.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
30.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
30.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
30.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
30.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
30.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
30.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
30.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
30.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
29.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
29.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
29.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
29.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
29.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
28.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
28.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
28.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
28.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
28.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
28.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
28.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
27.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
27.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
27.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
27.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
27.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
27.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
26.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
26.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
26.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
26.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
26.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
26.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
26.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
25.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
25.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
25.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
25.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
25.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
25.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
25.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
25.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
25.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
25.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
24.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
24.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
24.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
24.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
24.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
24.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
24.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
24.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
24.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
24.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
24.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
24.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
23.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
23.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
23.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
23.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
23.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
23.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
23.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
23.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
23.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
23.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
23.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
23.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
23.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
23.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
23.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
23.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
22.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
22.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
22.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
22.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
22.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
22.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
22.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
21.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
21.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
21.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
21.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
21.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
21.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
20.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
20.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
20.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
20.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
20.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
20.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
20.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
20.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
19.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
19.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
19.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
19.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
19.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
19.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
19.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
19.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
19.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
18.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
18.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
18.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
18.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
18.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
18.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
18.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
18.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
18.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
18.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
18.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
17.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
17.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
17.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
17.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
17.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
17.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
17.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
17.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
17.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
17.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
16.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
16.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
16.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
16.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
16.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
16.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
16.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
16.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
15.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
15.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
15.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
14.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
14.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
14.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
14.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
14.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
14.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
14.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
14.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
14.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
13.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
13.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
13.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
13.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
12.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
12.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
12.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
12.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
12.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
11.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
11.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
11.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 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.
RNF19B 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
35.6
Number of samples
486
Samples
Sample
Description
TPM
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
84.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
78.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
75.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
74.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
72.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
71.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
71.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
70.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
70.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
69.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
68.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
66.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
66.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
65.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
65.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
65.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
64.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
64.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
63.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
63.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
62.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
61.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
61.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
61.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
61.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
60.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
59.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
59.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
59.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
59.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
59.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
58.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
58.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
58.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
58.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
57.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
57.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
57.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
57.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
57.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
56.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
56.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
55.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
55.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
55.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
55.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
55.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
55.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
55.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
54.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
53.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
53.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
53.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
52.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
52.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
52.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
52.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
52.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
51.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
51.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
51.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
51.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
50.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
50.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
50.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
50.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
50.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
50.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
49.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
49.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
49.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
49.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
49.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
49.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
49.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
49.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
48.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
48.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
48.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
48.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
48.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
48.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
48.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
47.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
47.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
47.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
47.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
47.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
47.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
47.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
47.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
46.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
46.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
46.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
46.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
46.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
45.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
45.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
45.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
45.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
45.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
45.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
45.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
44.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
44.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
44.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
44.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
44.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
44.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
43.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
43.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
43.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
43.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
43.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
43.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
43.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
43.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
43.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
43.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
42.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
42.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
42.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
42.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
42.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
42.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
42.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
42.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
42.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
42.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
42.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
42.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
42.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
42.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
41.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
41.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
41.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
41.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
41.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
41.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
41.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
41.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
41.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
40.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
40.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
40.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
40.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
40.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
40.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
40.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
40.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
40.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
40.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
40.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
40.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
39.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
39.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
39.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
39.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
39.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
39.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
39.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
39.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
39.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
39.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
39.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
39.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
39.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
38.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
38.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
38.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
38.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
38.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
38.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
38.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
38.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
38.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
38.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
38.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
37.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
37.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
37.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
37.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
37.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
37.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
37.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
37.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
37.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
37.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
36.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
36.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
36.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
36.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
36.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
36.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
36.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
36.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
36.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
36.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
36.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
36.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
36.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
36.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
36.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
35.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
35.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
35.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
35.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
35.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
35.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
35.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
35.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
35.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
35.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
35.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
35.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
35.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
35.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
34.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
34.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
34.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
34.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
34.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
34.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
34.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
34.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
34.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
34.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
34.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
34.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
34.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
34.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
34.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
34.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
33.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
33.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
33.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
33.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
33.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
33.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
33.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
33.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
33.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
33.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
32.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
32.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
32.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
32.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
32.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
32.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
32.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
32.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
32.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
32.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
32.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
32.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
32.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
32.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
32.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
32.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
32.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
31.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
31.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
31.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
31.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
31.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
31.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
31.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
31.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
31.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
31.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
31.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
31.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
31.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
31.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
31.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
30.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
30.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
30.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
30.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
30.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
30.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
30.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
30.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
30.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
30.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
30.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
30.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
30.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
30.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
30.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
30.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
30.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
29.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
29.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
29.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
29.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
29.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
29.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
29.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
29.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
29.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
29.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
29.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
29.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
29.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
29.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
29.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
29.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
29.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
29.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
29.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
29.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
29.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
29.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
29.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
29.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
28.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
28.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
28.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
28.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
28.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
28.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
28.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
28.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
28.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
28.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
28.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
28.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
28.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
28.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
28.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
28.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
28.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
28.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
28.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
28.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
27.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
27.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
27.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
27.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
27.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
27.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
27.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
27.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
27.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
27.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
27.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
27.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
27.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
27.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
26.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
26.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
26.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
26.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
26.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
26.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
26.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
26.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
26.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
26.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
26.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
26.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
26.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
26.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
26.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
26.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
26.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
26.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
26.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
26.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
26.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
26.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
26.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
26.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
25.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
25.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
25.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
25.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
25.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
25.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
25.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
25.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
25.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
25.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
25.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
25.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
25.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
25.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
25.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
25.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
25.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
25.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
24.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
24.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
24.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
24.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
24.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
24.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
24.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
24.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
24.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
24.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
24.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
24.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
24.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
24.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
23.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
23.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
23.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
23.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
23.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
23.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
23.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
23.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
23.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
23.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
22.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
22.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
22.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
22.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
22.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
21.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
21.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
21.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
21.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
21.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
20.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
20.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
19.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
18.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RNF19B 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
20.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
39.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
39.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
35.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
33.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
32.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
31.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
31.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
30.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
29.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
28.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
28.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
28.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
28.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
27.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
27.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
27.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
27.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
27.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
26.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
26.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
25.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
25.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
25.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
24.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
24.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
23.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
23.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
23.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
23.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
22.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
22.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
22.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
22.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
22.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
22.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
21.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
21.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
21.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
21.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
20.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
20.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
20.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
19.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
19.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
19.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
19.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
18.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
18.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
18.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
18.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
18.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
18.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
17.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
17.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
17.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
17.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
17.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
16.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
16.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
16.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
15.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
15.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
15.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
15.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
14.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
13.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.5
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.
RNF19B is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
28.9
Number of samples
207
Samples
Sample
Description
TPM
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
68.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
64.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
60.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
50.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
48.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
46.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
45.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
45.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
44.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
44.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
44.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
43.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
43.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
43.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
42.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
41.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
40.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
40.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
40.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
40.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
40.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
39.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
39.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
39.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
39.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
39.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
39.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
39.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
38.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
38.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
38.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
38.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
38.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
38.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
38.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
36.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
36.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
36.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
36.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
36.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
36.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
35.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
35.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
35.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
34.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
34.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
34.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
34.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
34.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
34.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
34.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
34.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
33.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
33.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
33.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
33.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
33.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
33.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
33.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
33.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
32.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
32.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
31.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
31.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
31.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
31.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
31.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
31.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
31.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
31.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
31.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
31.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
30.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
30.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
30.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
30.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
30.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
30.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
30.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
30.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
29.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
29.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
29.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
29.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
29.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
29.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
29.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
29.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
29.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
29.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
29.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
29.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
29.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
29.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
29.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
29.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
29.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
29.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
29.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
28.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
28.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
28.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
27.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
27.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
27.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
27.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
27.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
27.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
27.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
27.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
27.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
27.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
26.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
26.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
26.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
26.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
26.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
26.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
26.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
26.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
26.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
26.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
26.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
26.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
25.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
25.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
25.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
25.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
25.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
25.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
25.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
25.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
25.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
25.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
24.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
24.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
24.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
24.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
24.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
24.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
24.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
23.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
23.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
23.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
23.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
23.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
23.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
22.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
22.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
22.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
22.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
21.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
21.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
21.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
21.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
21.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
21.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
21.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
20.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
20.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
19.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
19.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.3
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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
