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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.
SLC15A3 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
14.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
76.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
74.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
63.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
53.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
53.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
52.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
49.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
49.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
46.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
44.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
42.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
41.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
40.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
40.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
39.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
37.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
37.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
35.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
34.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
34.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
33.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
32.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
32.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
31.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
30.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
30.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
29.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
29.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
29.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
28.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
28.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
27.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
26.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
26.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
26.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
26.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
25.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
25.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
24.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
24.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
24.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
24.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
23.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
23.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
23.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
23.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
22.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
22.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
22.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
22.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
22.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
22.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
22.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
22.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
22.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
22.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
21.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
21.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
20.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
20.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
19.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
19.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
19.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
19.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
18.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
18.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
18.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
17.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
17.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
17.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
17.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
17.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
17.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
17.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
16.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
16.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
16.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
16.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
15.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
15.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
14.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
14.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
14.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
13.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
13.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
13.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
13.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
12.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
12.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
9.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.2
TCGA-AY-A69D-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-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
3.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
3.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
2.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
1.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
1.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 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.
SLC15A3 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
13.8
Number of samples
486
Samples
Sample
Description
TPM
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
62.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
51.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
51.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
45.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
44.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
39.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
38.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
38.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
38.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
37.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
37.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
35.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
35.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
34.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
33.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
33.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
33.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
32.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
32.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
31.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
31.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
30.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
30.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
29.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
29.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
29.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
29.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
28.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
27.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
27.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
27.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
27.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
27.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
27.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
26.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
26.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
25.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
25.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
25.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
25.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
25.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
24.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
24.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
24.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
24.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
23.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
23.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
22.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
22.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
21.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
21.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
21.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
21.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
20.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
20.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
20.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
19.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
19.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
18.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
18.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
17.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
17.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
16.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
16.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
16.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
11.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
10.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
10.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
10.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
10.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
10.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
9.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
9.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
9.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
9.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
9.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
9.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
9.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
9.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
9.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
9.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
9.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
9.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
8.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
8.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
8.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
8.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
8.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
8.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
8.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
8.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
8.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
8.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
8.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
8.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
8.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
8.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
8.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
8.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
8.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
8.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
8.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
7.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
7.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
7.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
7.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
7.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
7.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
7.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
7.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
7.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
7.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
7.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
7.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
7.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
7.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
7.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
7.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
7.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
7.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
7.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
7.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
7.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
7.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
7.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
7.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
7.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
7.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
7.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
7.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
7.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
7.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
6.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
6.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
6.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
6.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
6.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
6.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
6.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
6.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
6.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
6.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
6.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
6.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
6.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
6.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
6.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
6.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
6.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
6.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
6.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
6.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
6.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
6.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
6.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
6.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
6.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
6.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
5.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
5.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
5.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
5.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
5.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
5.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
5.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
5.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
5.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
5.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
5.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
5.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
5.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
5.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
5.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
5.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
5.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
5.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
5.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
5.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
5.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
5.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
5.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
5.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
5.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
5.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
5.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
4.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
4.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
4.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
4.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
4.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
4.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
4.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
4.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
4.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
4.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
4.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
4.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
4.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
4.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
4.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
4.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
3.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
3.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
3.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
3.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
3.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
3.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
3.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
3.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
2.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
2.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
2.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
1.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
0.5
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.
SLC15A3 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
44.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
42.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
40.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
38.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
32.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
32.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
31.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
30.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
29.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
28.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
28.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
23.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
23.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
20.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
19.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
18.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
18.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
17.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
17.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
17.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
16.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
16.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
16.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
14.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
7.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
5.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SLC15A3 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.2
Number of samples
207
Samples
Sample
Description
TPM
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
39.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
39.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
38.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
36.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
31.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
29.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
28.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
27.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
27.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
25.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
24.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
24.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
23.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
21.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
21.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
21.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
20.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
20.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
18.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
18.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
9.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
9.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
8.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
8.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
8.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
8.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
8.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
8.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
8.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
8.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
8.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
8.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
7.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
7.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
7.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
7.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
7.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
7.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
7.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
7.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
7.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
7.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
7.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
6.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
6.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
6.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
6.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
6.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
6.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
6.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
6.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
6.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
6.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
6.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
6.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
6.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
6.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
6.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
6.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
6.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
6.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
6.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
6.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
5.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
5.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
5.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
5.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
5.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
5.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
5.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
5.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
5.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
5.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
5.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
5.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
5.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
5.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
5.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
4.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
4.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
4.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
4.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
4.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
4.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
4.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
4.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
4.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
4.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
4.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
3.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
3.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
3.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
3.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
3.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
3.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
3.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
3.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
3.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
3.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
3.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
2.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
2.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
2.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
2.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
1.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
