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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.
RARA 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
21.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
135.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
74.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
49.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
48.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
42.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
40.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
37.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
37.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
36.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
36.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
35.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
35.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
35.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
35.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
34.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
34.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
34.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
34.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
34.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
34.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
34.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
33.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
33.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
32.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
32.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
32.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
32.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
31.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
31.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
31.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
31.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
31.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
31.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
30.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
30.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
29.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
29.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
29.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
29.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
29.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
29.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
29.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
29.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
28.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
28.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
28.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
28.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
28.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
28.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
27.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
27.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
27.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
27.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
27.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
27.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
27.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
27.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
27.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
26.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
26.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
26.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
26.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
26.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
26.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
26.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
26.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
26.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
25.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
25.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
25.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
25.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
25.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
25.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
25.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
25.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
25.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
25.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
24.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
24.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
24.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
24.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
24.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
24.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
23.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
23.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
23.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
23.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
23.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
23.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
23.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
23.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
23.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
23.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
23.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
23.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
23.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
23.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
22.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
22.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
22.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
22.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
22.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
22.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
22.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
22.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
21.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
21.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
21.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
21.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
21.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
21.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
21.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
21.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
21.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
21.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
21.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
20.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
20.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
20.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
20.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
20.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
20.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
20.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
20.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
20.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
20.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
20.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
19.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
19.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
19.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
19.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
19.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
19.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
19.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
19.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
19.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
19.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
19.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
19.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
19.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
19.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
19.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
19.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
19.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
19.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
19.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
19.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
19.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
19.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
18.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
18.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
18.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
18.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
18.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
18.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
18.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
18.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
18.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
18.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
18.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
18.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
18.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
18.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
18.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
18.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
18.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
18.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
17.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
17.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
17.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
17.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
17.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
17.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
17.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
17.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
17.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
17.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
16.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
16.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
16.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
16.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
16.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
16.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
16.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
16.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
16.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
16.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
16.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
16.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
15.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
14.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
14.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
14.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
14.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
14.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
14.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
14.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
14.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
14.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
14.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
13.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
13.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
13.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
12.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
12.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
12.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
12.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
11.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
11.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
11.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
10.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
RARA 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
32.3
Number of samples
486
Samples
Sample
Description
TPM
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
542.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
96.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
74.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
68.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
65.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
61.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
59.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
59.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
58.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
57.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
54.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
54.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
52.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
52.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
51.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
51.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
50.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
50.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
50.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
50.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
49.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
49.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
49.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
49.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
49.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
48.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
47.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
47.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
47.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
46.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
46.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
46.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
46.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
45.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
45.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
45.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
45.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
45.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
45.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
44.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
44.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
44.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
44.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
44.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
44.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
44.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
43.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
43.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
43.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
43.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
42.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
42.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
42.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
42.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
42.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
42.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
41.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
41.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
41.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
41.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
41.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
41.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
40.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
40.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
40.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
40.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
40.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
40.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
40.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
40.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
40.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
39.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
39.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
39.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
39.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
39.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
39.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
39.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
39.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
39.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
39.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
39.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
38.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
38.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
38.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
38.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
38.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
38.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
38.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
38.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
38.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
38.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
37.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
37.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
37.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
37.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
37.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
37.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
37.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
37.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
36.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
36.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
36.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
36.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
36.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
36.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
36.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
36.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
36.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
36.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
36.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
36.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
36.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
36.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
36.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
36.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
36.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
36.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
36.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
36.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
36.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
36.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
36.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
35.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
35.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
35.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
35.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
35.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
35.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
35.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
35.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
35.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
35.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
35.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
35.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
35.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
35.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
35.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
35.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
35.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
35.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
35.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
35.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
34.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
34.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
34.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
34.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
34.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
34.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
34.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
34.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
33.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
33.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
33.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
33.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
33.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
33.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
33.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
33.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
33.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
33.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
33.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
33.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
33.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
32.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
32.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
32.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
32.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
32.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
32.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
32.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
32.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
32.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
32.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
32.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
32.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
32.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
32.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
32.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
32.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
32.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
32.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
32.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
32.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
32.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
32.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
32.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
32.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
31.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
31.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
31.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
31.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
31.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
31.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
31.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
31.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
31.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
31.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
31.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
31.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
31.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
31.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
31.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
31.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
31.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
31.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
31.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
31.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
31.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
31.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
31.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
31.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
31.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
31.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
31.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
31.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
31.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
31.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
30.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
30.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
30.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
30.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
30.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
30.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
30.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
30.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
30.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
30.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
30.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
30.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
30.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
30.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
30.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
30.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
30.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
30.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
30.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
30.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
30.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
30.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
30.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
30.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
30.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
29.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
29.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
29.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
29.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
29.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
29.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
29.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
29.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
29.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
29.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
29.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
29.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
29.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
29.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
29.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
29.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
29.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
29.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
29.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
29.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
29.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
29.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
29.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
29.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
29.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
28.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
28.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
28.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
28.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
28.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
28.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
28.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
28.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
28.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
28.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
28.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
28.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
28.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
28.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
28.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
28.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
28.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
28.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
28.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
28.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
28.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
28.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
28.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
28.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
28.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
28.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
28.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
27.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
27.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
27.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
27.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
27.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
27.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
27.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
27.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
27.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
27.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
27.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
27.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
27.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
27.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
27.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
27.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
27.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
27.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
27.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
27.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
27.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
27.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
27.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
27.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
26.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
26.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
26.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
26.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
26.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
26.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
26.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
26.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
26.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
26.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
26.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
26.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
26.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
26.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
26.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
26.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
26.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
26.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
26.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
26.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
26.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
26.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
26.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
26.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
26.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
25.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
25.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
25.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
25.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
25.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
25.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
25.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
25.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
25.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
25.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
25.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
25.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
25.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
25.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
25.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
25.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
25.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
25.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
25.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
25.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
25.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
24.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
24.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
24.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
24.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
24.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
24.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
24.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
24.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
24.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
24.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
24.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
24.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
24.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
24.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
24.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
24.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
24.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
23.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
23.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
23.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
23.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
23.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
23.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
23.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
23.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
23.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
23.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
23.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
23.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
23.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
23.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
23.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
23.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
22.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
22.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
22.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
22.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
22.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
22.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
21.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
21.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
21.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
21.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
21.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
21.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
20.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
20.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
19.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
19.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
19.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
19.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
18.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
18.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
17.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
16.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
15.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
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.
RARA 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
24.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
252.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
117.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
38.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
36.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
35.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
33.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
31.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
31.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
31.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
30.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
29.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
29.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
29.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
29.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
28.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
28.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
27.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
27.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
27.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
26.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
26.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
26.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
26.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
25.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
25.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
25.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
24.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
24.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
24.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
24.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
24.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
23.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
23.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
22.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
22.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
22.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
21.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
21.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
21.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
21.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
21.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
21.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
21.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
21.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
20.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
20.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
20.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
20.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
19.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
19.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
18.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
18.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
18.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
18.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
17.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
17.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
17.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
17.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
17.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
16.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
16.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
16.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
16.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
16.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
16.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
15.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
15.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
15.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
15.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
14.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
14.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
14.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
14.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
14.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
13.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
12.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
12.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RARA 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
30.9
Number of samples
207
Samples
Sample
Description
TPM
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
133.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
69.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
57.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
57.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
57.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
55.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
55.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
53.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
52.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
49.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
49.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
49.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
48.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
48.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
48.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
47.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
47.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
46.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
45.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
45.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
45.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
44.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
43.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
43.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
43.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
42.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
42.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
42.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
41.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
40.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
40.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
40.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
40.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
40.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
39.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
39.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
39.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
38.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
38.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
38.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
37.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
37.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
37.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
37.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
37.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
37.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
37.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
37.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
36.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
36.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
36.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
36.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
36.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
36.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
36.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
36.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
36.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
36.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
35.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
35.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
35.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
34.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
34.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
34.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
34.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
34.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
34.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
33.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
33.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
33.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
33.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
33.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
32.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
32.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
32.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
32.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
32.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
32.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
32.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
32.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
31.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
31.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
31.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
31.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
31.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
31.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
31.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
31.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
31.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
31.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
30.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
30.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
30.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
30.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
30.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
30.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
29.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
29.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
29.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
29.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
29.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
29.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
29.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
28.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
28.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
28.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
28.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
27.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
27.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
27.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
27.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
27.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
27.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
27.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
26.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
26.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
26.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
26.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
26.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
26.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
26.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
26.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
26.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
26.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
26.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
25.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
25.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
25.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
25.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
25.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
25.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
25.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
25.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
25.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
24.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
24.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
24.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
24.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
24.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
24.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
24.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
24.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
24.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
24.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
24.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
23.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
23.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
23.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
23.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
23.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
23.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
23.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
23.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
23.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
23.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
23.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
22.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
22.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
22.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
22.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
22.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
22.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
22.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
21.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
21.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
20.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
19.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
18.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
17.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
