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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.
KDM3A 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
16.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
40.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
40.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
35.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
34.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
33.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
33.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
33.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
33.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
32.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
32.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
30.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
30.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
30.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
29.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
29.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
29.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
28.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
28.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
27.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
26.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
26.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
25.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
25.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
25.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
25.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
25.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
25.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
25.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
25.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
25.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
24.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
24.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
24.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
24.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
23.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
23.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
23.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
23.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
23.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
23.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
23.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
22.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
22.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
22.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
22.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
22.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
22.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
21.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
21.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
21.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
21.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
21.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
21.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
21.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
21.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
21.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
21.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
20.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
20.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
20.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
20.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
20.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
20.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
20.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
20.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
20.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
19.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
19.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
19.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
19.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
19.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
19.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
19.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
19.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
19.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
19.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
18.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
18.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
18.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
18.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
18.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
18.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
18.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
18.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
18.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
18.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
18.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
17.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
17.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
17.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
17.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
17.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
17.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
17.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
17.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
17.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
17.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
17.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
17.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
17.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
16.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
16.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
16.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
16.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
16.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
16.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
16.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
16.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
16.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
16.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
15.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
15.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
15.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
15.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
15.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
15.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
15.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
15.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
15.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
14.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
14.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
14.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
14.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
13.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
13.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
13.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
13.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
13.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
13.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
12.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
12.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
11.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 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.
KDM3A 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
24.0
Number of samples
486
Samples
Sample
Description
TPM
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
64.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
52.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
52.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
48.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
47.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
44.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
44.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
44.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
42.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
41.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
41.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
40.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
40.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
40.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
39.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
38.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
38.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
38.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
38.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
38.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
37.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
37.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
37.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
37.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
37.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
36.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
36.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
36.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
36.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
36.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
35.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
35.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
35.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
35.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
35.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
35.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
35.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
34.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
34.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
34.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
34.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
34.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
34.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
34.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
34.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
33.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
33.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
33.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
33.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
32.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
32.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
32.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
32.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
32.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
32.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
32.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
32.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
32.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
32.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
32.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
32.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
32.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
32.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
31.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
31.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
31.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
31.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
31.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
31.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
31.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
31.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
31.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
31.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
30.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
30.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
30.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
30.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
30.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
30.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
30.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
30.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
29.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
29.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
29.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
29.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
29.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
29.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
29.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
29.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
29.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
29.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
29.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
29.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
29.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
29.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
29.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
28.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
28.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
28.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
28.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
28.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
28.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
28.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
28.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
28.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
28.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
28.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
28.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
28.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
27.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
27.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
27.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
27.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
27.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
27.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
27.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
27.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
27.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
27.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
27.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
27.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
27.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
27.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
27.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
27.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
27.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
27.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
27.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
27.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
27.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
26.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
26.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
26.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
26.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
26.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
26.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
26.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
26.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
26.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
26.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
26.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
26.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
26.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
26.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
26.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
26.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
26.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
26.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
26.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
26.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
26.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
26.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
26.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
26.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
26.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
26.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
25.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
25.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
25.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
25.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
25.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
25.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
25.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
25.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
25.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
25.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
25.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
25.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
25.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
25.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
25.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
25.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
25.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
25.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
25.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
25.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
25.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
25.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
25.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
24.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
24.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
24.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
24.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
24.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
24.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
24.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
24.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
24.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
24.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
24.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
24.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
24.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
24.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
24.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
24.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
24.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
24.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
24.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
24.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
24.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
24.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
24.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
24.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
24.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
24.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
24.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
24.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
24.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
23.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
23.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
23.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
23.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
23.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
23.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
23.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
23.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
23.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
23.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
23.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
23.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
23.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
23.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
23.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
23.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
23.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
23.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
23.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
23.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
23.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
22.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
22.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
22.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
22.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
22.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
22.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
22.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
22.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
22.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
22.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
22.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
21.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
21.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
21.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
21.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
21.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
21.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
21.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
21.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
20.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
20.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
20.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
20.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
19.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
19.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
19.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
19.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
19.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
19.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
18.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
18.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
18.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
18.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
17.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
16.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
15.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
8.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
KDM3A 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
16.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
44.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
36.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
34.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
32.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
27.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
26.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
25.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
25.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
24.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
24.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
23.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
23.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
22.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
22.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
22.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
22.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
20.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
20.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
20.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
20.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
19.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
19.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
19.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
19.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
19.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
19.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
19.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
18.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
18.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
18.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
18.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
17.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
17.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
17.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
16.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
16.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
16.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
16.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
15.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
15.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
14.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
13.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
13.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
13.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.2
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.
KDM3A 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
21.8
Number of samples
207
Samples
Sample
Description
TPM
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
48.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
48.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
40.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
40.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
37.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
34.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
33.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
32.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
32.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
31.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
31.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
31.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
30.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
30.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
30.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
30.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
30.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
29.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
29.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
29.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
29.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
29.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
29.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
29.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
29.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
28.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
28.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
28.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
28.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
28.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
28.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
28.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
28.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
27.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
27.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
27.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
27.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
27.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
27.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
27.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
26.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
26.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
26.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
26.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
26.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
26.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
26.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
25.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
25.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
25.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
25.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
25.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
25.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
25.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
25.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
25.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
25.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
25.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
24.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
24.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
24.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
24.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
24.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
24.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
24.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
24.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
24.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
24.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
24.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
24.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
23.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
23.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
23.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
23.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
23.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
23.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
23.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
23.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
22.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
22.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
22.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
22.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
22.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
22.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
21.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
21.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
21.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
21.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
21.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
20.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
20.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
19.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
18.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
