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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.
SLC17A9 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
11.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
56.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
52.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
47.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
45.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
42.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
35.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
35.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
34.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
33.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
33.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
33.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
32.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
32.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
31.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
31.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
30.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
30.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
29.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
29.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
29.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
29.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
28.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
27.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
27.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
26.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
26.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
26.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
26.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
25.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
24.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
24.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
23.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
22.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
22.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
22.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
21.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
21.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
21.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
20.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
20.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
19.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
19.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
18.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
18.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
18.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
18.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
18.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
17.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
17.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
17.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
17.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
17.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
17.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
16.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
16.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
16.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
15.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
15.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
14.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
14.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
14.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
13.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
11.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
11.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
11.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
8.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
7.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
5.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
4.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
4.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
4.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
3.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
3.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
3.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
3.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
3.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
3.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
3.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
3.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
3.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
2.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
2.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
2.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
2.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
2.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
2.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
2.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
2.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
2.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
1.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
1.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
1.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
1.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
1.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
1.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
1.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
1.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
0.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
0.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
0.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
0.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
0.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 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.
SLC17A9 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
11.8
Number of samples
486
Samples
Sample
Description
TPM
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
61.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
61.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
58.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
53.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
51.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
48.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
44.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
42.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
41.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
39.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
39.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
38.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
37.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
36.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
36.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
34.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
34.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
33.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
32.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
31.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
31.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
31.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
31.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
30.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
30.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
29.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
29.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
28.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
28.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
28.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
28.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
27.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
27.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
27.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
26.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
26.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
26.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
26.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
24.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
24.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
23.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
23.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
23.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
22.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
21.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
21.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
21.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
20.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
19.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
18.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
17.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
17.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
11.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
10.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
9.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
9.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
9.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
9.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
9.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
9.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
9.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
9.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
9.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
9.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
9.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
9.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
9.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
9.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
9.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
9.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
8.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
8.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
8.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
8.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
8.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
8.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
8.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
8.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
8.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
8.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
8.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
8.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
8.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
8.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
8.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
8.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
8.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
8.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
8.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
8.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
8.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
8.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
8.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
8.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
7.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
7.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
7.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
7.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
7.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
7.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
7.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
7.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
7.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
7.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
7.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
7.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
7.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
7.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
7.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
7.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
7.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
7.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
7.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
7.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
7.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
7.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
7.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
7.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
7.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
7.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
7.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
7.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
6.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
6.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
6.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
6.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
6.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
6.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
6.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
6.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
6.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
6.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
6.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
6.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
6.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
6.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
6.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
6.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
6.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
6.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
6.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
6.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
6.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
6.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
6.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
6.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
6.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
6.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
6.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
6.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
6.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
5.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
5.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
5.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
5.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
5.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
5.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
5.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
5.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
5.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
5.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
5.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
5.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
5.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
5.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
5.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
5.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
5.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
5.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
5.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
5.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
5.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
5.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
5.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
5.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
5.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
5.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
5.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
5.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
5.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
5.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
5.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
4.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
4.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
4.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
4.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
4.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
4.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
4.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
4.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
4.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
4.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
4.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
4.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
4.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
4.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
4.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
4.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
4.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
4.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
4.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
4.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
4.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
4.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
4.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
4.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
4.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
4.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
4.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
4.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
4.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
4.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
4.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
3.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
3.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
3.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
3.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
3.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
3.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
3.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
3.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
3.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
3.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
3.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
3.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
3.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
3.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
3.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
3.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
3.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
3.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
3.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
3.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
3.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
3.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
3.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
3.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
3.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
2.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
2.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
2.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
2.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
2.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
2.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
2.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
2.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
2.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
2.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
2.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
2.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
2.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
2.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
2.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
2.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
2.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
1.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
1.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
1.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
1.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
1.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
1.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
1.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
1.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
1.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
1.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
1.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
1.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
1.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
1.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
1.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
1.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
0.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
0.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
0.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
0.4
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.
SLC17A9 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
12.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
64.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
61.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
55.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
41.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
37.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
28.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
26.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
25.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
23.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
22.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
22.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
21.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
21.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
20.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
19.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
19.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
19.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
19.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
18.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
18.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
18.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
18.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
16.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
16.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
15.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
15.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
14.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
14.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
13.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
10.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
4.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
3.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
3.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
2.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
1.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
1.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
1.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
1.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
1.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
0.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
SLC17A9 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
14.0
Number of samples
207
Samples
Sample
Description
TPM
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
67.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
43.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
43.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
37.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
36.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
32.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
32.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
32.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
32.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
31.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
30.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
30.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
29.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
29.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
28.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
28.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
27.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
27.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
27.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
26.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
25.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
25.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
24.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
24.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
23.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
23.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
22.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
22.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
21.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
20.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
17.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
13.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
10.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
9.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
9.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
8.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
8.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
8.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
8.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
7.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
7.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
7.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
7.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
7.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
7.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
7.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
7.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
7.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
6.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
6.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
6.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
6.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
6.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
6.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
6.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
6.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
6.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
6.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
6.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
6.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
6.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
6.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
6.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
5.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
5.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
5.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
5.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
5.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
5.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
5.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
5.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
5.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
5.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
5.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
5.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
5.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
4.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
4.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
4.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
4.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
4.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
4.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
4.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
4.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
3.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
3.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
3.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
3.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
3.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
3.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
2.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
2.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
2.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
2.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
1.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
