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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.
SLC6A6 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
10.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
48.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
48.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
46.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
34.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
33.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
33.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
32.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
32.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
31.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
30.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
30.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
30.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
27.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
26.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
24.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
23.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
23.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
23.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
22.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
22.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
21.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
21.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
21.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
20.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
20.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
20.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
20.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
20.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
20.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
20.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
19.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
19.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
19.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
19.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
18.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
17.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
17.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
17.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
17.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
16.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
16.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
16.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
16.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
16.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
16.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
16.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
15.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
15.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
15.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
14.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
14.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
13.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
12.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
12.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
10.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
8.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
7.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
5.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
5.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
4.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
4.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
4.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
4.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
3.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
3.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
3.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
3.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
3.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
2.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
2.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
2.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
2.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
2.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
1.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
1.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
1.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
1.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
0.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 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.
SLC6A6 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
18.2
Number of samples
486
Samples
Sample
Description
TPM
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
73.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
72.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
72.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
66.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
60.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
59.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
55.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
54.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
49.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
47.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
47.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
47.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
41.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
40.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
40.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
40.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
39.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
39.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
39.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
38.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
38.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
38.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
38.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
38.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
37.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
37.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
36.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
36.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
36.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
36.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
36.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
35.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
35.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
35.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
35.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
34.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
34.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
34.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
34.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
34.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
33.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
32.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
32.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
32.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
32.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
32.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
32.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
31.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
31.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
31.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
31.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
31.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
30.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
30.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
30.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
30.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
30.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
30.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
29.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
29.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
29.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
29.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
29.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
28.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
28.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
28.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
28.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
28.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
27.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
27.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
27.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
27.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
27.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
27.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
27.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
27.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
27.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
27.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
26.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
26.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
25.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
25.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
25.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
25.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
25.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
25.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
25.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
25.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
25.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
24.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
24.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
24.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
24.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
24.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
24.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
24.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
24.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
23.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
23.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
23.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
23.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
23.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
23.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
23.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
23.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
23.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
23.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
23.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
23.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
22.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
22.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
22.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
22.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
22.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
22.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
22.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
22.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
22.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
21.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
21.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
21.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
21.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
21.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
21.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
21.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
20.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
20.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
19.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
19.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
19.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
18.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
18.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
17.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
17.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
11.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
10.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
10.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
10.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
10.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
10.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
10.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
9.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
9.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
9.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
9.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
9.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
9.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
9.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
9.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
9.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
9.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
9.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
9.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
9.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
8.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
8.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
8.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
8.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
8.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
8.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
8.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
7.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
7.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
7.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
7.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
7.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
7.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
7.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
7.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
7.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
7.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
7.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
7.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
7.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
7.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
7.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
7.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
7.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
7.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
7.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
7.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
6.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
6.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
6.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
6.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
6.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
6.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
6.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
6.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
6.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
6.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
6.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
6.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
5.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
5.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
5.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
5.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
5.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
5.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
5.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
4.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
4.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
4.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
4.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
4.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
3.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
3.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
3.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
3.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
3.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
3.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
3.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
2.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
2.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
2.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
0.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.1
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SLC6A6 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
12.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
55.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
55.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
44.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
37.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
37.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
36.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
34.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
32.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
25.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
23.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
20.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
20.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
18.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
18.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
18.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
17.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
16.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
14.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
14.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
13.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
13.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
4.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
2.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
1.9
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.
SLC6A6 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
22.1
Number of samples
207
Samples
Sample
Description
TPM
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
105.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
75.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
61.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
59.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
55.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
53.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
52.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
52.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
51.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
50.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
48.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
48.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
47.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
46.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
43.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
43.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
43.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
41.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
40.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
39.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
39.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
38.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
38.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
38.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
37.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
35.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
35.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
34.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
33.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
32.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
32.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
32.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
31.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
31.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
31.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
31.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
30.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
30.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
29.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
29.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
29.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
29.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
28.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
27.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
27.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
27.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
27.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
26.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
26.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
26.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
26.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
26.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
25.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
25.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
25.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
25.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
25.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
25.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
25.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
25.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
25.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
24.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
24.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
24.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
23.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
23.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
23.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
23.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
23.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
23.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
22.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
22.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
22.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
22.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
22.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
21.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
21.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
21.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
21.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
20.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
20.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
19.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
19.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
18.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
17.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
15.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
10.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
10.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
8.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
8.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
8.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
7.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
7.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
7.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
6.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
6.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
6.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
5.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
5.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
5.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
5.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
5.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
4.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
4.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
3.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
3.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
2.5
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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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
