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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.
SLC26A6 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
20.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
56.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
51.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
49.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
49.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
46.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
42.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
40.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
40.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
38.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
38.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
37.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
37.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
37.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
36.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
35.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
35.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
34.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
33.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
33.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
33.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
33.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
32.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
32.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
32.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
32.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
32.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
31.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
31.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
31.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
30.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
30.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
30.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
30.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
30.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
30.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
30.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
30.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
29.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
29.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
29.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
29.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
28.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
28.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
28.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
28.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
28.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
28.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
27.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
27.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
27.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
27.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
27.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
27.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
26.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
26.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
26.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
26.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
26.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
25.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
25.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
25.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
25.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
25.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
25.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
25.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
25.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
25.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
24.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
24.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
24.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
24.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
24.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
24.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
24.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
24.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
24.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
24.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
23.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
23.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
23.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
23.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
23.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
23.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
23.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
23.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
23.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
23.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
23.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
23.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
23.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
23.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
23.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
22.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
22.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
22.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
22.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
22.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
22.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
22.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
22.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
22.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
22.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
22.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
22.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
21.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
21.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
21.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
21.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
21.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
21.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
21.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
21.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
21.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
20.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
20.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
20.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
20.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
20.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
20.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
20.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
20.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
20.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
20.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
20.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
19.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
19.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
19.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
19.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
19.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
19.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
19.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
19.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
19.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
19.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
19.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
19.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
19.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
19.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
18.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
18.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
18.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
18.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
18.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
18.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
18.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
18.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
17.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
17.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
17.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
17.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
17.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
17.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
17.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
17.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
17.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
17.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
17.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
17.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
17.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
17.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
17.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
16.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
16.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
16.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
16.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
16.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
16.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
16.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
16.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
16.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
16.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
16.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
16.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
15.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
15.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
15.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
15.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
15.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
14.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
14.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
14.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
14.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
14.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
14.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
14.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
14.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
13.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
13.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
13.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
13.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
13.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
12.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
12.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
12.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
11.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 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.
SLC26A6 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
23.2
Number of samples
486
Samples
Sample
Description
TPM
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
63.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
56.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
54.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
51.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
49.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
48.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
48.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
47.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
45.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
44.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
43.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
42.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
41.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
40.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
40.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
40.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
39.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
39.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
39.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
39.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
38.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
38.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
37.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
37.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
37.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
37.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
37.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
36.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
36.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
36.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
36.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
35.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
35.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
35.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
35.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
35.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
34.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
34.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
34.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
34.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
34.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
34.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
34.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
33.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
33.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
33.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
33.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
33.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
33.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
33.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
32.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
32.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
32.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
32.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
32.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
32.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
32.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
32.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
32.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
32.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
32.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
32.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
31.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
31.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
31.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
31.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
31.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
31.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
31.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
30.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
30.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
30.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
30.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
30.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
30.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
30.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
30.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
30.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
30.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
30.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
30.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
30.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
30.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
29.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
29.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
29.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
29.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
29.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
29.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
29.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
29.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
29.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
29.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
29.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
29.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
29.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
29.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
29.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
29.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
29.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
29.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
29.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
28.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
28.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
28.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
28.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
28.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
28.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
28.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
28.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
28.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
28.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
28.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
28.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
28.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
28.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
28.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
28.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
28.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
28.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
27.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
27.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
27.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
27.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
27.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
27.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
27.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
27.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
27.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
27.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
27.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
27.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
27.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
27.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
27.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
27.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
27.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
27.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
27.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
26.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
26.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
26.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
26.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
26.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
26.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
26.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
26.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
26.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
26.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
26.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
26.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
26.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
26.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
26.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
26.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
26.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
26.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
26.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
26.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
26.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
26.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
25.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
25.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
25.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
25.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
25.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
25.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
25.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
25.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
25.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
25.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
25.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
25.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
25.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
25.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
25.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
25.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
25.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
25.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
24.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
24.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
24.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
24.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
24.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
24.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
24.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
24.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
24.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
24.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
24.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
24.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
24.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
24.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
24.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
23.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
23.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
23.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
23.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
23.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
23.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
23.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
23.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
23.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
23.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
23.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
23.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
23.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
22.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
22.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
22.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
22.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
22.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
22.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
22.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
22.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
22.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
22.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
22.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
22.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
22.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
22.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
22.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
22.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
22.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
21.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
21.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
21.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
21.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
21.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
21.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
21.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
20.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
20.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
20.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
20.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
20.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
19.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
19.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
18.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
18.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
17.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
17.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
10.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
10.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
9.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
9.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
8.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
6.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
SLC26A6 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
23.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
58.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
50.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
44.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
41.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
41.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
40.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
37.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
37.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
34.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
33.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
33.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
32.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
32.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
31.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
31.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
30.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
30.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
29.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
28.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
28.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
28.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
28.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
28.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
27.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
27.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
27.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
27.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
27.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
26.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
26.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
26.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
26.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
26.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
25.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
25.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
25.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
25.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
25.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
24.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
23.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
23.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
22.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
22.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
22.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
22.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
21.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
21.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
21.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
20.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
20.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
20.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
20.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
20.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
19.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
19.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
19.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
19.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
19.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
19.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
18.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
18.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
17.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
17.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
16.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
16.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
16.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
16.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
14.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
14.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
14.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
13.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
13.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
9.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 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.
SLC26A6 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
23.8
Number of samples
207
Samples
Sample
Description
TPM
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
55.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
50.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
49.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
44.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
43.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
43.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
42.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
42.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
41.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
41.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
40.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
40.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
39.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
39.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
38.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
38.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
37.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
37.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
37.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
36.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
36.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
36.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
36.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
36.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
35.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
34.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
34.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
33.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
33.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
33.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
33.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
33.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
33.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
32.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
32.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
32.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
29.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
29.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
29.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
29.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
29.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
28.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
28.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
28.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
28.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
28.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
28.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
28.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
28.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
28.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
28.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
27.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
27.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
27.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
27.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
27.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
26.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
26.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
26.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
26.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
26.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
26.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
25.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
25.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
25.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
25.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
25.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
25.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
24.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
24.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
24.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
24.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
24.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
24.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
24.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
24.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
24.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
24.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
24.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
24.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
23.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
23.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
23.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
23.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
23.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
23.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
23.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
23.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
22.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
22.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
22.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
22.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
22.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
22.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
22.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
22.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
22.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
21.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
21.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
21.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
20.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
20.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
20.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
19.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
9.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
1.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.9
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.9
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.9
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.7
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.6
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.6
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.6
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.6
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.6
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.6
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.5
963fc8db-f412-4427-a198-23f660_D2
Normal
0.5
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.5
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.5
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.5
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.4
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
b2400046-1d25-429d-a821-6040a6
Tumor
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.5
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.5
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.5
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.5
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.6
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.7
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.7
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.8
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-2.9
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-5.4
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
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
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_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
