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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.
TFAP4 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
17.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
35.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
34.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
32.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
32.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
32.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
30.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
30.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
30.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
28.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
28.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
28.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
27.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
27.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
27.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
27.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
27.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
26.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
26.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
26.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
26.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
26.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
26.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
25.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
25.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
25.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
25.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
25.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
25.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
25.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
25.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
24.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
24.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
24.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
24.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
24.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
24.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
24.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
24.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
24.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
24.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
24.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
24.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
24.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
23.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
23.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
23.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
23.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
23.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
23.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
23.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
23.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
22.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
22.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
22.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
22.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
22.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
22.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
22.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
22.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
21.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
21.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
21.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
21.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
21.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
20.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
20.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
20.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
20.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
20.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
20.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
20.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
20.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
20.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
20.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
20.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
20.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
20.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
20.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
19.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
19.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
19.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
19.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
19.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
19.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
19.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
19.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
19.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
19.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
19.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
19.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
19.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
18.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
18.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
18.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
18.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
18.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
18.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
17.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
17.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
17.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
17.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
17.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
17.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
17.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
17.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
17.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
17.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
17.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
17.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
17.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
17.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
17.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
17.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
17.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
17.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
17.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
17.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
16.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
16.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
16.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
16.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
16.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
16.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
16.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
16.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
16.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
16.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
16.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
15.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
15.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
15.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
15.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
15.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
15.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
15.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
15.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
15.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
15.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
14.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
14.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
14.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
14.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
14.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
14.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
14.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
13.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
13.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
13.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
13.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
13.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
13.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
13.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
13.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
13.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
13.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
12.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
12.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
12.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
12.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
12.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
12.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
12.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
11.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
11.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
4.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
3.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
TFAP4 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
21.7
Number of samples
486
Samples
Sample
Description
TPM
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
68.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
55.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
50.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
48.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
48.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
46.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
46.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
46.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
45.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
44.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
44.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
43.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
42.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
42.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
41.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
41.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
41.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
40.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
40.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
40.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
40.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
39.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
38.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
37.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
36.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
36.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
36.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
36.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
36.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
36.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
35.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
35.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
35.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
35.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
35.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
35.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
34.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
34.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
34.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
34.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
34.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
34.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
33.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
33.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
33.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
33.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
33.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
33.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
33.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
32.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
32.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
32.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
32.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
31.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
31.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
31.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
31.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
31.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
31.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
31.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
31.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
30.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
30.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
30.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
30.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
30.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
30.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
30.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
30.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
30.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
30.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
30.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
29.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
29.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
29.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
29.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
29.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
29.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
29.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
29.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
29.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
29.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
29.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
29.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
29.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
29.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
29.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
28.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
28.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
28.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
28.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
28.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
28.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
28.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
28.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
28.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
28.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
28.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
28.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
28.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
28.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
27.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
27.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
27.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
27.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
27.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
27.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
27.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
27.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
27.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
26.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
26.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
26.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
26.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
26.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
26.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
26.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
26.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
26.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
26.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
26.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
26.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
26.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
26.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
26.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
26.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
26.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
26.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
25.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
25.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
25.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
25.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
25.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
25.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
25.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
25.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
25.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
25.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
25.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
25.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
25.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
25.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
25.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
25.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
25.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
25.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
25.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
25.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
24.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
24.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
24.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
24.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
24.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
24.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
24.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
24.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
24.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
24.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
24.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
24.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
24.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
24.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
23.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
23.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
23.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
23.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
23.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
23.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
23.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
23.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
23.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
22.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
22.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
22.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
22.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
22.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
22.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
22.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
22.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
22.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
22.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
22.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
22.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
22.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
22.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
22.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
22.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
22.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
21.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
21.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
21.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
21.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
21.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
21.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
21.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
21.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
20.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
20.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
20.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
20.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
20.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
19.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
19.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
19.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
19.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
19.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
17.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
17.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
16.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
10.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
9.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
8.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
8.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
7.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
7.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
7.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
6.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
6.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
6.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
5.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
5.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
5.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TFAP4 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
17.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
28.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
27.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
27.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
26.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
26.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
26.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
25.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
25.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
24.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
23.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
23.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
23.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
23.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
23.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
22.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
22.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
22.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
22.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
22.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
21.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
21.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
21.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
21.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
20.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
20.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
20.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
20.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
20.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
19.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
19.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
19.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
18.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
18.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
18.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
18.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
18.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
18.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
18.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
18.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
17.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
17.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
17.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
17.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
17.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
16.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
16.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
16.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
16.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
16.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
16.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
16.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
15.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
15.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
15.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
14.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
13.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
12.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.8
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.
TFAP4 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
20.6
Number of samples
207
Samples
Sample
Description
TPM
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
46.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
40.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
39.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
39.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
38.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
37.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
35.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
34.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
34.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
34.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
33.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
33.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
33.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
32.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
32.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
32.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
31.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
31.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
31.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
30.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
30.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
30.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
30.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
30.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
30.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
30.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
30.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
29.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
29.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
29.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
29.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
29.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
29.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
29.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
28.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
28.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
28.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
28.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
28.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
28.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
28.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
28.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
28.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
27.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
27.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
27.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
26.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
26.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
26.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
26.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
25.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
25.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
25.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
25.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
25.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
25.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
25.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
25.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
25.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
24.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
24.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
24.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
24.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
24.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
23.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
23.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
23.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
23.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
23.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
23.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
23.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
22.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
22.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
22.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
22.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
21.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
21.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
21.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
21.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
21.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
21.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
20.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
20.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
20.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
17.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
13.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
11.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
9.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
6.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
6.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
5.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.7
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.5
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.5
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.5
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.5
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.5
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.5
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.5
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.6
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.6
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.6
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.6
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.6
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.6
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.6
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.6
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.7
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.8
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.8
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.9
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-1.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-1.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-1.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-1.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-1.6
5c70e654-583c-4dd3-ad42-0d9b39_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
8fab37a4-cdf9-4ce8-9081-7b9148_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
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
e070ff10-058b-4733-93ab-bdd702_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
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
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
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
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
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
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
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
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
5e886f1c-8165-4232-9591-d80799_D2
Normal
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
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_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
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
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
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
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
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
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
66b829db-1cdd-460d-b2f3-0e9ca9_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
e14c2cbe-eca0-4745-97f6-8f27bd_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
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
a243b765-61ab-4aa6-88e1-226896_D2
Normal
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
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
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
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
bda3787a-1397-4716-bb17-4992a8_D2
Normal
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
695b0b00-a86b-43c0-a6c8-50a840_D3
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
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
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
