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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.
CARD10 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
48.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
47.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
47.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
45.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
44.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
43.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
42.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
41.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
41.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
40.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
40.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
40.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
40.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
38.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
38.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
38.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
38.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
37.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
37.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
37.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
36.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
36.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
36.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
36.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
36.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
35.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
35.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
34.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
34.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
34.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
34.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
34.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
34.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
34.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
33.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
33.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
33.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
33.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
33.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
32.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
32.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
32.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
32.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
32.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
31.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
31.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
31.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
31.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
30.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
30.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
30.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
30.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
30.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
29.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
29.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
29.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
28.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
28.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
28.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
28.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
27.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
27.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
27.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
27.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
27.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
27.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
27.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
27.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
26.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
26.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
26.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
26.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
26.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
26.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
26.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
26.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
25.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
25.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
25.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
25.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
25.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
25.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
25.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
25.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
24.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
24.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
24.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
24.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
24.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
24.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
24.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
24.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
23.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
23.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
23.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
23.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
23.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
22.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
22.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
22.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
22.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
22.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
22.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
22.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
22.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
22.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
22.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
22.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
22.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
22.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
21.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
21.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
21.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
21.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
21.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
20.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
20.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
20.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
20.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
20.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
20.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
20.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
20.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
20.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
19.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
19.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
19.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
19.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
19.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
19.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
19.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
19.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
19.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
19.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
19.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
19.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
19.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
19.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
19.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
19.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
19.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
19.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
19.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
18.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
18.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
18.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
18.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
18.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
18.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
18.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
18.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
18.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
18.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
17.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
17.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
17.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
17.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
17.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
17.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
17.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
17.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
17.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
17.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
16.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
16.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
16.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
16.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
16.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
16.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
16.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
16.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
16.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
16.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
16.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
15.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
15.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
15.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
15.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
14.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
14.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
14.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
14.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
14.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
14.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
14.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
14.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
14.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
13.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
13.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
13.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
13.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
12.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
12.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
12.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
12.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
12.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
11.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
11.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
9.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CARD10 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
21.3
Number of samples
486
Samples
Sample
Description
TPM
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
67.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
50.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
46.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
41.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
41.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
40.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
40.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
39.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
38.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
38.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
38.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
37.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
37.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
37.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
35.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
35.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
35.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
35.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
35.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
35.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
35.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
35.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
34.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
34.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
34.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
34.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
34.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
34.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
33.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
33.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
33.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
33.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
33.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
33.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
33.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
33.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
33.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
32.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
32.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
32.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
32.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
32.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
32.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
32.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
32.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
31.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
30.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
30.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
30.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
30.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
30.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
30.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
30.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
30.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
30.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
30.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
30.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
29.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
29.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
29.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
29.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
29.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
29.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
29.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
29.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
29.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
29.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
28.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
28.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
28.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
28.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
28.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
28.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
28.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
28.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
28.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
28.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
28.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
28.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
28.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
28.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
28.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
28.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
28.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
27.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
27.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
27.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
27.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
27.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
27.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
27.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
27.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
27.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
27.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
27.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
27.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
26.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
26.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
26.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
26.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
26.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
26.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
26.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
26.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
26.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
26.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
26.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
26.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
26.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
26.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
26.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
26.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
26.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
26.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
26.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
25.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
25.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
25.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
25.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
25.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
25.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
25.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
25.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
25.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
25.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
25.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
25.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
25.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
25.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
25.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
25.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
25.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
25.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
25.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
25.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
25.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
25.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
24.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
24.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
24.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
24.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
24.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
24.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
24.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
24.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
24.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
24.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
24.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
24.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
24.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
24.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
24.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
24.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
24.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
24.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
24.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
24.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
23.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
23.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
23.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
23.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
23.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
23.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
23.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
23.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
23.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
23.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
23.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
23.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
23.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
22.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
22.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
22.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
22.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
22.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
22.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
22.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
21.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
21.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
21.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
20.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
20.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
20.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
20.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
20.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
20.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
20.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
20.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
20.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
20.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
19.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
19.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
19.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
19.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
19.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
18.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
18.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
18.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
16.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
15.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
10.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
10.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
10.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
9.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
7.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
5.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
5.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
3.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
CARD10 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
20.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
51.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
42.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
40.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
39.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
37.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
36.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
35.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
33.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
32.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
31.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
31.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
30.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
30.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
28.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
27.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
27.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
25.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
25.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
24.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
24.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
24.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
24.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
24.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
24.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
23.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
23.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
23.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
22.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
22.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
22.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
22.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
22.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
21.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
21.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
21.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
21.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
20.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
20.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
19.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
19.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
19.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
19.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
19.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
19.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
19.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
18.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
18.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
18.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
18.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
18.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
18.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
17.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
17.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
17.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
17.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
17.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
17.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
16.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
16.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
16.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
16.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
15.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
15.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
14.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
13.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
11.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.3
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.
CARD10 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
20.0
Number of samples
207
Samples
Sample
Description
TPM
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
46.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
41.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
41.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
38.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
36.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
36.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
35.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
35.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
34.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
33.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
32.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
32.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
32.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
31.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
31.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
30.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
30.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
30.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
29.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
29.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
29.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
29.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
29.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
29.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
28.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
27.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
27.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
26.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
26.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
25.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
25.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
25.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
25.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
25.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
25.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
25.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
24.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
24.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
24.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
24.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
24.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
24.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
24.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
24.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
24.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
23.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
23.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
23.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
23.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
23.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
23.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
23.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
23.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
22.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
22.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
22.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
22.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
22.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
21.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
21.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
21.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
21.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
21.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
21.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
20.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
20.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
20.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
20.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
19.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
14.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.