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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.
SLC66A3 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
13.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
37.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
34.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
31.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
28.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
27.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
27.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
26.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
26.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
25.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
25.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
25.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
24.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
23.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
22.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
22.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
22.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
21.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
21.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
21.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
21.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
21.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
20.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
20.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
20.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
20.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
19.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
19.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
19.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
19.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
19.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
19.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
19.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
19.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
18.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
18.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
18.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
18.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
17.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
17.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
17.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
17.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
17.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
17.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
17.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
17.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
17.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
17.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
16.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
16.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
16.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
16.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
16.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
16.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
16.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
16.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
16.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
16.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
16.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
16.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
15.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
15.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
15.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
15.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
15.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
15.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
15.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
15.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
14.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
14.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
14.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
14.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
14.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
14.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
13.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
13.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
13.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
13.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
13.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
13.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
13.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
13.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
13.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
13.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
13.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
13.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
13.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
12.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
12.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
11.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
11.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
11.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
11.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
9.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 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.
SLC66A3 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
12.4
Number of samples
486
Samples
Sample
Description
TPM
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
34.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
27.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
25.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
24.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
22.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
21.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
21.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
21.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
20.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
20.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
19.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
19.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
19.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
19.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
17.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
15.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
14.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
14.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
14.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
12.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
11.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
11.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
11.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
11.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
10.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
10.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
10.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
10.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
10.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
10.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
10.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
10.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
10.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
9.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
9.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
9.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
9.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
9.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
9.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
9.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
9.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
9.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
9.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
9.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
9.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
9.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
9.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
9.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
9.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
9.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
9.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
8.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
8.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
8.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
8.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
8.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
8.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
8.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
8.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
8.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
8.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
8.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
8.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
8.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
8.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
8.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
8.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
8.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
8.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
8.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
8.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
8.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
7.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
7.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
7.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
7.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
7.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
7.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
7.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
7.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
7.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
7.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
7.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
7.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
7.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
7.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
7.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
7.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
7.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
7.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
7.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
7.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
7.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
7.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
7.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
6.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
6.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
6.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
6.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
6.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
6.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
6.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
6.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
6.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
5.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
5.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
4.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
4.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
3.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
3.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SLC66A3 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
14.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
40.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
29.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
28.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
28.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
26.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
26.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
25.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
25.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
24.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
24.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
23.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
21.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
21.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
20.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
19.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
18.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
18.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
17.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
17.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
17.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
17.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
17.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
16.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
16.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
16.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
15.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
15.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
15.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
15.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
14.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
14.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
14.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
14.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
14.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
13.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
11.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SLC66A3 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
11.5
Number of samples
207
Samples
Sample
Description
TPM
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
38.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
28.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
25.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
20.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
19.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
17.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
16.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
14.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
11.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
9.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
9.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
9.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
8.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
8.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
8.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
8.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
8.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
7.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
7.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
7.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
7.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
7.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
7.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
7.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
6.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
6.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
6.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
6.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
6.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
6.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
6.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
6.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
5.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
5.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
5.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
5.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
5.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
5.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
3.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
