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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.
RNF145 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
23.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
84.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
74.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
73.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
68.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
61.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
54.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
53.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
52.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
52.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
51.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
49.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
48.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
45.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
44.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
44.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
44.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
44.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
43.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
42.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
41.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
41.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
40.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
40.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
40.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
39.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
39.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
39.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
37.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
37.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
37.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
37.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
35.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
35.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
35.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
34.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
34.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
33.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
33.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
32.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
32.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
31.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
31.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
31.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
31.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
31.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
31.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
30.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
30.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
30.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
30.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
29.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
29.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
29.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
29.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
29.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
29.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
28.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
28.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
28.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
28.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
27.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
27.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
27.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
27.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
27.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
27.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
26.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
26.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
26.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
26.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
26.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
26.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
26.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
26.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
25.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
25.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
25.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
25.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
25.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
25.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
25.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
25.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
25.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
25.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
25.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
25.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
24.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
24.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
24.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
24.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
24.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
24.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
23.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
23.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
23.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
23.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
23.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
23.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
23.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
23.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
23.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
22.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
22.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
22.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
22.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
22.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
22.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
22.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
22.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
22.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
22.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
22.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
22.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
22.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
21.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
21.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
21.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
21.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
21.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
21.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
21.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
21.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
20.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
20.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
20.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
20.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
20.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
20.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
20.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
20.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
20.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
20.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
20.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
20.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
20.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
19.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
19.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
19.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
19.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
19.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
19.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
19.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
19.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
19.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
19.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
18.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
18.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
18.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
18.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
18.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
18.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
18.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
18.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
18.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
18.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
18.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
18.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
18.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
18.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
18.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
18.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
18.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
18.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
17.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
17.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
17.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
17.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
17.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
17.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
17.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
16.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
16.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
16.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
16.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
16.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
16.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
16.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
15.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
15.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
15.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
15.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
14.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
14.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
14.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
14.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
14.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
13.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
13.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
13.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
13.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
13.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
13.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
12.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
11.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
11.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
11.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
11.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 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.
RNF145 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
34.5
Number of samples
486
Samples
Sample
Description
TPM
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
102.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
89.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
86.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
83.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
82.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
78.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
78.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
76.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
76.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
73.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
68.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
67.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
66.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
66.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
66.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
65.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
61.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
60.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
59.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
59.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
59.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
58.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
58.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
57.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
57.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
57.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
57.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
57.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
56.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
56.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
56.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
55.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
55.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
55.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
54.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
54.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
54.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
54.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
53.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
53.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
53.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
52.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
52.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
52.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
52.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
52.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
51.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
51.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
51.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
51.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
51.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
50.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
50.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
50.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
50.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
50.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
50.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
49.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
49.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
48.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
48.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
48.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
48.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
48.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
47.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
47.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
47.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
47.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
47.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
47.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
47.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
47.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
46.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
46.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
46.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
46.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
46.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
45.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
45.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
45.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
45.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
45.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
45.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
45.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
45.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
45.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
45.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
45.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
44.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
44.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
44.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
44.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
44.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
44.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
44.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
44.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
43.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
43.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
43.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
43.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
43.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
43.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
43.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
43.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
43.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
43.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
43.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
43.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
42.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
42.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
42.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
42.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
42.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
42.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
42.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
42.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
42.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
41.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
41.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
41.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
41.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
41.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
41.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
41.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
41.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
41.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
41.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
40.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
40.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
40.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
40.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
40.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
40.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
40.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
40.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
40.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
40.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
40.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
39.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
39.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
39.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
39.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
39.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
39.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
39.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
39.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
39.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
39.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
39.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
39.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
39.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
38.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
38.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
38.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
38.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
38.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
38.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
38.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
38.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
38.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
38.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
38.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
38.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
37.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
37.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
37.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
37.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
37.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
37.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
37.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
37.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
37.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
37.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
37.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
37.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
37.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
36.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
36.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
36.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
36.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
36.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
36.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
36.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
36.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
36.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
36.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
36.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
36.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
36.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
36.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
35.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
35.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
35.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
35.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
35.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
35.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
35.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
35.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
35.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
35.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
35.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
35.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
35.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
35.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
35.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
35.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
35.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
35.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
35.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
35.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
34.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
34.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
34.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
34.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
34.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
34.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
34.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
34.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
34.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
33.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
33.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
33.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
33.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
33.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
33.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
33.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
33.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
33.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
33.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
33.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
33.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
33.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
33.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
33.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
33.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
33.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
33.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
32.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
32.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
32.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
32.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
32.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
32.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
32.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
32.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
32.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
32.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
32.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
32.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
32.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
32.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
32.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
31.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
31.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
31.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
31.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
31.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
31.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
31.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
31.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
31.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
31.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
31.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
31.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
31.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
31.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
31.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
30.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
30.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
30.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
30.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
30.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
30.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
30.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
30.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
30.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
30.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
30.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
30.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
30.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
30.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
30.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
29.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
29.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
29.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
29.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
29.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
29.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
29.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
29.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
29.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
29.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
29.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
29.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
29.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
29.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
29.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
29.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
29.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
29.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
28.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
28.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
28.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
28.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
28.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
28.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
28.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
28.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
28.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
28.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
28.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
28.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
28.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
28.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
27.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
27.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
27.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
27.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
27.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
27.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
27.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
27.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
27.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
27.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
27.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
27.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
27.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
26.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
26.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
26.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
26.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
26.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
26.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
26.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
26.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
26.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
26.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
25.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
25.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
25.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
25.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
25.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
25.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
25.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
25.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
25.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
25.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
25.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
25.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
25.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
25.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
25.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
25.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
25.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
25.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
25.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
25.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
24.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
24.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
24.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
24.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
24.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
24.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
24.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
24.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
24.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
24.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
24.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
24.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
24.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
24.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
23.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
23.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
23.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
23.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
23.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
23.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
23.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
23.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
23.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
23.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
23.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
23.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
23.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
23.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
23.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
23.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
23.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
23.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
22.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
22.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
22.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
22.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
22.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
22.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
22.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
21.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
21.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
21.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
21.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
21.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
20.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
20.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
19.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
19.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
19.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
17.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.2
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.
RNF145 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
21.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
54.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
46.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
44.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
43.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
35.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
34.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
32.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
32.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
31.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
31.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
31.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
30.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
30.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
29.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
29.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
29.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
28.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
28.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
27.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
26.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
25.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
25.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
25.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
25.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
24.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
24.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
24.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
23.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
23.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
23.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
23.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
23.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
23.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
23.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
22.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
22.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
22.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
22.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
22.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
21.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
21.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
21.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
21.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
20.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
20.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
20.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
20.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
20.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
19.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
19.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
19.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
19.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
19.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
19.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
18.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
18.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
18.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
18.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
17.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
17.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
17.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
16.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
15.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
15.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
14.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
14.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
14.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
14.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
9.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
RNF145 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
30.0
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
70.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
59.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
58.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
55.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
55.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
54.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
51.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
51.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
50.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
50.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
47.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
46.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
45.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
45.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
45.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
44.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
44.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
43.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
43.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
43.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
43.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
43.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
43.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
42.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
42.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
41.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
41.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
41.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
41.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
40.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
40.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
39.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
39.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
38.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
38.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
38.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
38.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
38.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
37.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
37.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
37.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
37.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
36.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
36.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
36.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
36.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
36.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
36.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
36.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
35.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
35.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
34.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
34.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
34.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
34.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
34.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
34.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
34.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
33.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
33.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
33.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
33.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
33.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
33.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
33.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
32.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
32.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
32.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
32.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
32.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
32.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
31.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
31.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
31.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
31.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
31.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
31.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
31.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
31.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
31.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
31.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
31.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
31.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
30.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
30.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
30.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
30.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
30.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
30.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
29.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
29.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
29.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
29.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
29.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
29.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
29.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
29.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
29.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
28.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
28.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
28.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
28.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
28.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
28.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
28.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
28.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
28.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
28.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
28.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
28.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
27.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
27.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
27.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
27.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
27.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
27.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
27.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
27.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
27.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
27.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
27.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
27.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
26.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
26.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
26.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
26.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
26.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
26.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
26.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
26.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
26.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
26.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
26.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
26.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
26.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
25.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
25.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
25.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
25.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
25.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
25.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
25.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
25.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
25.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
24.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
24.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
24.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
24.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
24.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
24.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
24.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
24.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
23.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
23.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
23.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
22.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
22.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
22.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
21.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
21.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
21.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
20.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
20.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
20.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
20.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
19.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.1
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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
