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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.
XAF1 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
12.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
77.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
69.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
60.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
54.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
40.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
39.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
38.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
37.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
32.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
31.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
31.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
30.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
30.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
29.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
28.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
28.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
28.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
28.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
27.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
25.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
25.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
25.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
25.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
24.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
23.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
23.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
23.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
23.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
23.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
23.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
23.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
22.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
22.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
22.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
21.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
21.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
21.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
20.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
20.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
19.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
19.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
19.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
19.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
18.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
18.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
18.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
18.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
17.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
17.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
17.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
17.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
16.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
16.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
16.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
16.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
16.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
16.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
16.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
15.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
15.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
15.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
15.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
15.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
15.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
15.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
14.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
13.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
13.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
13.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
13.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
12.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
12.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
11.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
11.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
9.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
5.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
5.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
3.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
3.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
3.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
2.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
1.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
1.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 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.
XAF1 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
34.7
Number of samples
486
Samples
Sample
Description
TPM
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
141.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
139.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
132.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
127.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
126.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
124.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
121.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
121.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
103.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
103.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
102.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
91.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
90.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
90.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
88.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
87.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
85.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
83.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
82.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
81.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
81.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
81.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
80.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
79.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
78.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
77.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
76.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
76.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
76.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
75.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
74.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
72.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
72.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
71.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
70.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
70.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
70.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
68.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
68.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
68.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
68.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
67.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
67.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
66.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
65.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
64.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
64.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
64.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
64.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
63.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
63.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
63.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
63.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
62.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
62.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
62.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
62.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
61.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
60.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
60.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
60.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
59.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
59.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
58.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
58.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
58.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
58.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
58.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
58.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
57.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
57.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
57.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
56.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
56.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
56.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
56.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
55.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
55.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
55.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
55.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
53.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
52.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
52.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
52.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
51.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
51.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
50.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
50.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
50.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
50.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
49.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
49.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
49.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
48.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
48.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
48.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
48.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
47.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
47.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
46.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
46.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
46.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
46.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
46.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
45.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
45.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
45.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
45.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
45.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
45.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
45.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
45.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
44.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
44.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
43.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
43.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
43.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
43.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
43.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
43.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
42.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
42.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
42.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
42.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
42.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
42.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
42.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
42.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
42.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
42.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
42.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
41.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
41.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
41.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
41.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
41.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
41.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
40.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
40.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
40.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
40.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
39.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
39.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
39.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
39.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
39.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
39.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
39.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
38.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
38.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
38.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
38.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
38.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
38.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
37.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
37.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
37.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
37.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
37.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
37.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
36.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
36.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
36.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
36.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
36.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
36.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
36.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
36.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
35.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
35.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
35.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
35.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
34.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
34.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
34.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
34.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
34.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
34.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
33.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
33.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
33.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
33.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
33.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
33.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
33.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
33.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
32.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
32.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
32.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
32.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
32.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
32.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
32.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
32.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
32.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
32.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
32.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
31.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
31.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
31.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
31.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
31.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
31.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
31.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
31.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
31.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
31.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
31.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
31.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
31.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
30.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
30.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
30.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
30.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
30.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
30.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
29.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
29.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
29.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
29.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
29.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
29.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
29.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
29.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
29.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
29.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
28.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
28.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
28.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
28.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
28.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
28.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
28.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
28.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
28.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
28.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
27.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
27.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
27.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
27.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
27.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
27.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
27.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
27.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
27.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
27.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
27.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
27.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
27.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
26.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
26.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
26.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
26.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
26.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
26.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
26.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
26.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
26.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
26.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
26.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
26.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
26.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
26.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
26.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
26.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
26.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
25.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
25.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
25.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
25.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
25.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
25.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
25.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
25.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
25.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
25.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
25.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
25.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
25.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
24.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
24.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
24.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
24.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
24.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
24.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
24.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
24.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
24.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
24.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
24.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
23.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
23.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
23.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
23.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
23.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
23.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
23.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
23.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
23.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
22.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
22.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
22.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
22.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
22.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
22.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
22.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
21.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
21.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
21.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
21.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
21.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
21.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
21.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
20.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
20.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
20.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
20.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
20.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
20.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
20.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
19.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
19.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
19.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
16.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
15.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
10.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
8.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
4.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.1
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
XAF1 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
10.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
41.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
37.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
35.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
33.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
30.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
25.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
25.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
22.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
21.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
20.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
20.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
19.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
19.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
18.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
17.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
17.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
17.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
17.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
16.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
15.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
15.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
14.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
3.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
3.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
3.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
2.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 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.
XAF1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
30.8
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
188.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
124.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
112.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
104.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
95.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
93.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
77.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
68.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
67.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
64.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
62.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
60.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
57.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
56.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
52.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
51.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
51.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
51.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
51.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
49.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
49.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
48.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
48.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
48.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
47.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
47.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
47.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
46.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
46.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
45.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
45.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
45.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
44.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
44.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
43.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
43.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
43.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
43.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
41.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
41.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
40.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
40.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
40.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
40.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
40.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
39.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
39.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
38.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
38.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
37.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
37.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
37.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
37.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
36.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
36.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
35.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
35.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
35.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
34.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
34.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
34.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
33.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
33.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
33.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
33.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
33.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
33.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
32.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
32.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
32.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
32.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
31.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
31.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
31.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
30.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
30.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
30.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
30.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
30.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
30.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
30.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
30.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
29.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
29.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
29.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
29.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
29.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
29.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
29.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
28.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
28.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
28.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
28.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
27.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
27.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
27.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
27.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
27.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
27.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
27.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
26.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
26.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
26.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
26.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
26.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
25.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
25.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
25.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
25.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
25.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
25.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
24.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
24.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
24.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
23.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
23.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
23.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
22.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
22.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
22.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
21.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
21.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
21.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
21.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
21.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
21.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
20.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
17.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
