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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.
FA2H 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
22.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
115.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
72.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
67.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
58.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
54.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
54.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
53.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
46.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
45.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
44.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
44.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
43.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
43.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
40.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
40.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
39.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
38.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
38.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
38.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
38.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
37.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
37.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
37.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
36.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
36.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
36.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
36.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
36.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
36.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
35.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
35.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
35.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
34.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
34.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
34.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
34.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
34.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
34.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
34.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
33.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
33.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
33.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
33.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
33.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
32.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
32.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
32.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
32.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
32.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
32.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
32.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
31.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
31.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
31.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
30.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
30.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
30.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
30.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
30.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
29.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
29.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
29.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
29.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
28.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
28.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
28.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
28.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
28.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
27.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
27.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
27.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
27.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
27.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
27.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
27.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
26.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
26.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
26.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
26.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
26.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
26.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
25.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
25.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
25.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
25.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
25.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
25.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
25.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
25.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
24.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
24.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
24.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
24.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
24.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
24.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
23.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
23.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
23.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
23.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
23.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
23.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
23.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
23.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
23.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
23.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
22.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
22.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
22.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
22.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
22.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
21.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
21.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
21.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
21.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
21.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
21.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
21.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
20.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
20.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
20.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
19.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
19.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
19.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
19.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
19.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
19.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
19.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
18.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
18.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
18.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
18.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
18.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
18.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
18.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
18.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
18.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
17.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
17.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
17.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
17.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
17.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
17.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
17.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
17.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
17.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
16.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
16.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
16.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
16.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
16.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
16.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
16.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
16.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
16.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
16.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
16.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
15.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
15.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
15.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
15.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
15.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
15.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
15.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
15.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
14.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
14.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
14.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
14.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
14.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
14.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
14.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
14.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
13.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
13.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
12.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
12.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
11.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
8.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
6.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 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.
FA2H 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
30.9
Number of samples
486
Samples
Sample
Description
TPM
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
168.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
94.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
87.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
86.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
80.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
77.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
77.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
77.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
74.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
71.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
67.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
64.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
63.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
63.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
63.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
62.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
61.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
60.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
60.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
59.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
58.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
58.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
58.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
57.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
57.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
57.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
57.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
57.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
56.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
56.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
56.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
55.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
54.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
52.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
52.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
52.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
51.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
51.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
51.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
50.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
50.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
50.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
50.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
50.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
49.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
49.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
48.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
48.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
48.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
48.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
46.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
46.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
46.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
46.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
46.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
46.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
46.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
45.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
45.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
45.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
45.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
44.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
44.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
44.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
44.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
44.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
44.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
44.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
44.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
43.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
43.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
43.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
43.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
43.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
43.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
43.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
42.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
42.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
42.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
42.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
42.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
42.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
42.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
42.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
42.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
42.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
41.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
41.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
41.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
41.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
41.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
41.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
41.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
40.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
40.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
40.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
40.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
40.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
40.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
40.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
40.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
40.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
40.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
39.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
39.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
39.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
39.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
39.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
38.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
38.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
38.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
38.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
38.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
38.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
38.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
38.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
38.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
38.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
37.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
37.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
37.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
37.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
37.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
37.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
37.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
37.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
37.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
37.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
36.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
36.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
36.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
36.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
36.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
36.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
36.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
36.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
36.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
35.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
35.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
35.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
35.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
35.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
35.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
35.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
35.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
35.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
35.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
35.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
34.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
34.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
34.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
34.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
34.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
34.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
34.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
34.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
33.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
33.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
33.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
33.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
33.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
33.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
33.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
33.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
33.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
33.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
33.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
33.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
33.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
33.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
33.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
33.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
32.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
32.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
32.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
32.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
32.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
32.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
32.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
32.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
31.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
31.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
31.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
31.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
31.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
31.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
31.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
31.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
31.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
31.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
31.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
31.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
31.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
31.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
31.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
31.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
31.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
31.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
31.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
31.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
31.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
31.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
31.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
31.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
30.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
30.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
30.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
30.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
30.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
30.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
30.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
30.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
30.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
30.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
30.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
30.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
30.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
30.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
30.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
30.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
30.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
30.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
30.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
30.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
30.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
30.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
29.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
29.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
29.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
29.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
29.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
29.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
29.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
29.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
29.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
29.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
29.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
29.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
29.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
29.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
29.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
28.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
28.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
28.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
28.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
28.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
28.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
28.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
28.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
28.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
28.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
28.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
28.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
28.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
28.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
28.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
28.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
28.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
28.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
28.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
27.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
27.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
27.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
27.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
27.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
27.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
27.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
27.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
27.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
27.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
27.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
27.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
27.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
27.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
27.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
27.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
26.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
26.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
26.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
26.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
26.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
26.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
26.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
26.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
26.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
26.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
26.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
25.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
25.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
25.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
25.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
25.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
25.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
25.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
25.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
25.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
25.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
25.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
25.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
25.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
24.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
24.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
24.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
24.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
24.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
24.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
24.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
24.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
24.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
24.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
24.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
24.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
24.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
24.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
23.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
23.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
23.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
23.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
23.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
23.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
23.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
23.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
23.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
23.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
23.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
22.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
22.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
22.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
22.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
21.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
21.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
21.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
21.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
21.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
21.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
21.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
21.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
21.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
20.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
20.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
19.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
18.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
17.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
15.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
12.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
9.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
9.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
8.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
8.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
6.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
2.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FA2H is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
43.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
43.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
36.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
34.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
33.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
33.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
32.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
28.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
28.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
28.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
27.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
27.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
25.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
24.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
24.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
23.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
23.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
23.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
22.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
22.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
21.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
21.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
20.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
20.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
19.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
19.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
19.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
19.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
19.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
18.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
18.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
18.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
18.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
17.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
17.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
17.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
16.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
16.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
16.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
16.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
16.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
15.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
14.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
14.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
14.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
14.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
13.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
10.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FA2H 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
26.0
Number of samples
207
Samples
Sample
Description
TPM
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
120.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
81.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
77.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
67.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
66.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
61.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
60.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
56.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
55.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
52.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
48.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
47.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
47.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
46.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
44.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
43.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
41.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
41.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
39.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
39.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
38.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
38.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
38.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
38.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
37.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
37.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
36.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
36.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
36.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
36.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
36.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
35.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
35.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
35.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
35.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
34.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
34.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
34.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
34.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
33.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
32.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
32.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
32.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
31.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
31.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
31.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
31.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
31.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
30.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
30.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
30.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
30.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
30.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
29.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
29.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
29.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
29.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
29.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
29.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
29.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
29.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
29.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
29.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
29.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
29.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
29.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
29.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
28.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
28.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
28.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
28.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
28.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
28.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
28.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
28.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
28.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
28.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
28.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
27.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
27.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
27.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
27.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
26.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
26.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
26.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
26.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
26.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
25.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
25.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
25.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
25.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
25.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
25.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
25.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
25.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
24.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
24.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
24.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
24.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
24.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
24.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
24.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
24.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
24.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
23.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
23.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
23.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
23.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
22.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
22.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
22.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
22.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
22.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
21.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
20.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
19.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
19.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
18.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
16.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
7.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
7.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
7.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
3.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
3.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
1.7
974e136f-7020-4a38-b9c1-094df9_D2
Normal
1.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
1.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
1.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
1.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
1.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
1.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
1.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
1.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.8
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.8
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.8
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.7
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.7
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.6
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.6
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.6
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.6
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.6
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.6
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.5
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.5
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.5
43192517-085e-450e-9481-0a6713_D3
Tumor
0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.5
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.5
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.5
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.6
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.6
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.6
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.7
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.7
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.7
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.7
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-1.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-1.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-1.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-1.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-1.7
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-2.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-2.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-3.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
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
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
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_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
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
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
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_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
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
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
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
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
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_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
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
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
359f5c81-2575-497e-8630-e4866f_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
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
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
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
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
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
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
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
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
