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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.
SLC15A4 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
7.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
18.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
16.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
15.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
12.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
11.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
11.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
10.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
10.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
5.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
5.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
5.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
4.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
1.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
1.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 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.
SLC15A4 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
10.2
Number of samples
486
Samples
Sample
Description
TPM
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
29.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
22.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
21.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
21.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
21.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
20.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
19.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
12.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
11.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
11.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
11.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
11.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
10.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
10.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
10.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
10.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
10.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
10.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
10.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
10.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
10.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
10.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
10.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
10.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
10.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
10.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
10.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
9.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
9.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
9.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
9.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
9.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
9.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
9.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
9.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
9.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
9.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
9.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
9.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
9.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
9.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
9.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
9.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
9.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
9.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
9.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
9.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
9.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
9.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
8.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
8.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
8.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
8.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
8.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
8.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
8.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
8.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
8.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
8.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
8.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
8.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
8.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
8.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
8.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
8.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
8.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
8.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
8.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
8.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
8.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
8.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
8.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
8.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
8.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
8.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
8.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
8.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
8.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
8.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
8.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
8.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
8.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
8.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
8.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
8.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
8.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
8.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
8.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
8.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
8.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
7.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
7.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
7.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
7.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
7.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
7.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
7.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
7.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
7.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
7.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
7.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
7.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
7.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
7.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
7.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
7.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
7.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
7.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
7.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
7.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
7.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
7.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
7.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
7.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
7.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
7.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
7.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
7.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
7.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
7.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
7.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
7.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
7.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
7.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
7.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
7.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
7.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
7.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
7.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
7.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
7.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
7.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
7.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
7.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
7.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
7.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
7.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
7.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
7.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
7.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
7.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
7.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
7.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
7.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
7.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
7.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
7.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
6.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
6.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
6.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
6.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
6.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
6.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
6.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
6.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
6.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
6.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
6.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
6.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
6.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
6.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
6.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
6.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
6.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
6.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
6.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
6.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
6.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
6.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
6.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
6.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
6.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
6.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
6.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
6.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
6.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
6.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
6.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
6.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
6.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
5.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
5.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
5.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
5.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
5.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
5.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
5.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
5.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
5.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
5.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
5.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
5.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
5.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
5.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
5.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
5.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
5.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
5.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
5.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
4.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
4.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
4.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
3.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
3.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
3.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
3.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
3.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.1
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SLC15A4 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
7.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
16.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.6
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.
SLC15A4 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
9.2
Number of samples
207
Samples
Sample
Description
TPM
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
37.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
20.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
20.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
19.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
11.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
10.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
10.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
10.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
10.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
9.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
9.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
9.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
9.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
9.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
9.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
9.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
9.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
9.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
8.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
8.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
8.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
8.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
8.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
8.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
8.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
8.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
8.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
8.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
8.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
8.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
8.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
8.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
7.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
7.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
7.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
7.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
7.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
7.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
7.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
7.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
7.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
7.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
7.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
7.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
7.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
7.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
7.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
7.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
7.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
7.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
7.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
7.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
7.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
7.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
6.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
6.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
6.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
6.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
6.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
6.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
6.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
6.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
6.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
6.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
6.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
6.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
6.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
6.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
6.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
6.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
6.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
6.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
6.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
6.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
6.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
6.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
6.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
6.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
6.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
5.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
5.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
5.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
5.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
5.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
5.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
5.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
5.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
5.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
5.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
4.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
4.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
4.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
4.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
3.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
1.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
2.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
1.7
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
1.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
1.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
1.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
1.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
1.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
1.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.9
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.8
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.7
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.7
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.6
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.6
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.6
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.5
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.5
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.5
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.5
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.5
41a04113-2061-4923-bca5-da586c_D2
Normal
0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.4
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.5
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.5
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.6
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.6
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.8
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.9
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-1.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-2.4
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
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
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
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_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
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
3765c09a-fff7-4b37-bf2b-452b23_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
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
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
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_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
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
