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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.
NFYA is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
33.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
33.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
33.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
30.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
29.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
29.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
28.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
26.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
24.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
24.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
24.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
24.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
23.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
23.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
23.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
22.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
22.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
22.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
22.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
21.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
21.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
21.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
20.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
20.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
20.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
20.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
19.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
19.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
19.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
19.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
18.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
18.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
18.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
18.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
18.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
18.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
18.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
17.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
17.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
17.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
17.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
17.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
17.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
16.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
16.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
16.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
16.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
16.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
16.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
16.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
16.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
16.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
16.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
15.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
15.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
15.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
15.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
15.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
15.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
15.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
15.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
14.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
14.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
14.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
14.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
14.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
14.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
14.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
14.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
14.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
14.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
13.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
13.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
13.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
13.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
13.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
13.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
12.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
12.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
12.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
12.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
11.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
11.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
10.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 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.
NFYA 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
26.6
Number of samples
486
Samples
Sample
Description
TPM
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
144.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
94.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
80.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
64.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
57.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
54.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
52.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
51.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
50.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
49.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
48.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
48.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
47.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
46.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
45.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
45.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
45.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
44.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
44.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
44.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
43.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
43.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
41.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
41.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
41.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
40.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
40.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
40.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
40.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
40.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
39.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
39.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
39.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
39.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
39.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
39.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
38.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
38.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
38.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
38.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
38.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
38.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
37.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
37.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
37.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
37.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
36.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
36.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
36.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
36.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
36.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
35.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
35.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
35.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
35.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
34.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
34.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
34.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
34.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
34.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
34.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
34.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
34.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
34.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
34.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
34.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
33.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
33.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
33.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
33.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
33.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
33.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
33.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
33.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
33.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
32.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
32.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
32.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
32.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
32.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
32.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
32.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
31.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
31.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
31.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
31.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
31.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
31.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
31.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
31.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
31.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
31.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
31.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
31.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
31.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
31.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
31.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
31.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
31.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
31.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
31.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
30.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
30.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
30.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
30.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
30.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
30.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
30.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
30.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
30.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
30.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
30.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
30.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
30.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
30.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
29.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
29.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
29.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
29.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
29.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
29.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
29.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
29.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
29.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
29.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
29.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
29.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
29.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
29.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
29.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
29.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
29.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
29.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
28.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
28.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
28.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
28.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
28.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
28.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
28.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
28.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
28.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
28.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
28.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
28.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
28.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
28.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
28.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
28.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
28.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
28.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
28.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
28.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
27.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
27.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
27.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
27.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
27.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
27.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
27.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
27.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
27.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
27.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
27.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
27.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
27.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
27.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
27.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
27.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
27.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
27.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
27.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
27.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
27.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
27.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
27.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
27.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
26.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
26.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
26.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
26.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
26.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
26.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
26.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
26.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
26.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
26.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
26.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
26.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
26.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
26.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
26.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
26.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
26.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
26.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
26.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
26.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
26.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
26.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
26.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
26.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
26.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
26.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
26.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
26.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
26.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
25.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
25.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
25.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
25.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
25.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
25.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
25.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
25.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
25.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
25.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
25.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
25.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
25.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
25.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
25.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
25.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
25.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
25.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
25.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
25.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
25.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
25.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
24.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
24.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
24.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
24.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
24.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
24.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
24.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
24.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
24.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
24.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
24.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
24.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
24.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
24.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
24.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
24.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
24.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
24.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
24.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
24.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
24.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
24.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
24.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
24.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
24.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
24.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
24.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
24.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
23.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
23.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
23.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
23.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
23.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
23.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
23.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
23.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
23.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
23.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
23.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
23.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
23.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
23.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
23.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
23.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
23.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
23.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
23.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
23.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
23.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
23.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
23.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
22.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
22.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
22.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
22.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
22.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
22.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
22.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
22.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
22.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
22.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
22.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
22.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
22.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
22.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
22.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
22.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
22.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
22.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
22.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
22.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
22.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
22.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
22.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
21.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
21.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
21.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
21.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
21.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
21.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
21.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
21.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
21.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
21.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
21.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
21.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
21.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
21.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
20.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
20.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
20.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
20.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
20.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
20.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
19.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
19.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
19.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
16.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
NFYA is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
30.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
26.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
25.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
25.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
23.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
22.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
21.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
20.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
19.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
19.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
19.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
18.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
18.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
17.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
17.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
17.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
17.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
17.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
17.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
16.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
16.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
16.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
16.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
16.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
16.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
16.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
16.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
15.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
15.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
14.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
13.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
13.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
12.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.6
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.
NFYA 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
25.7
Number of samples
207
Samples
Sample
Description
TPM
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
55.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
45.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
41.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
41.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
40.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
39.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
39.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
38.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
38.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
38.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
37.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
37.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
37.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
37.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
36.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
36.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
36.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
35.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
35.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
34.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
34.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
34.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
34.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
34.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
33.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
33.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
33.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
32.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
32.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
32.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
32.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
32.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
31.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
31.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
31.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
31.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
31.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
30.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
30.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
30.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
30.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
30.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
30.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
30.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
29.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
29.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
29.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
29.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
29.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
29.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
29.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
29.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
29.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
29.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
29.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
28.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
28.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
28.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
28.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
28.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
28.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
28.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
28.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
28.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
28.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
28.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
27.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
27.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
27.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
27.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
27.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
27.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
27.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
27.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
27.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
27.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
27.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
27.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
27.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
27.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
27.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
27.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
26.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
26.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
26.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
26.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
26.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
26.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
26.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
26.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
26.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
25.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
25.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
25.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
25.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
25.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
25.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
25.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
25.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
25.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
25.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
25.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
25.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
25.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
25.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
24.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
24.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
24.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
24.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
24.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
24.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
24.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
24.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
24.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
24.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
24.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
24.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
23.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
23.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
23.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
23.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
23.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
23.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
23.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
23.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
22.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
22.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
22.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
22.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
22.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
22.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
22.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
22.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
22.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
21.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
21.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
21.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
21.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
21.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
21.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
21.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
21.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
20.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
20.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
20.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
20.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
20.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
19.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
19.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
1.5
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.7
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.7
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.7
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.7
8cc7e656-0152-4359-8566-0581c3
Tumor
0.6
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.5
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.5
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.5
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.5
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.6
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.6
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.6
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.7
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.8
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.9
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-1.0
b2400046-1d25-429d-a821-6040a6
Tumor
-1.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-1.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-1.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-1.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-2.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
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
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
