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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.
SLMAP 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
18.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
57.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
50.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
42.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
39.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
38.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
38.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
37.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
37.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
36.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
35.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
34.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
33.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
33.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
33.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
32.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
32.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
31.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
31.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
31.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
29.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
29.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
29.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
29.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
28.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
27.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
27.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
27.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
27.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
27.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
27.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
27.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
26.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
26.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
26.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
26.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
25.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
25.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
25.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
25.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
25.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
25.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
24.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
24.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
24.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
24.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
23.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
23.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
23.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
23.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
23.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
23.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
23.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
23.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
23.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
23.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
22.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
22.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
22.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
22.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
22.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
22.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
21.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
21.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
21.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
21.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
21.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
21.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
21.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
21.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
20.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
20.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
20.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
20.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
20.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
20.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
20.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
20.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
20.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
20.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
20.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
20.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
20.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
19.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
19.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
19.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
19.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
19.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
19.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
19.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
19.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
19.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
19.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
19.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
19.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
19.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
19.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
18.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
18.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
18.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
18.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
18.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
18.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
18.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
18.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
18.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
18.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
18.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
18.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
18.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
17.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
17.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
17.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
17.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
17.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
17.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
17.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
17.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
17.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
17.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
17.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
17.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
17.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
17.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
17.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
17.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
17.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
17.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
17.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
17.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
16.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
16.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
16.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
16.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
16.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
16.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
16.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
16.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
16.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
16.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
16.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
15.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
15.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
15.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
15.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
15.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
15.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
15.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
15.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
15.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
15.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
14.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
14.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
14.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
14.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
14.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
14.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
14.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
14.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
14.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
13.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
13.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
13.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
13.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
13.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
12.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
12.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
12.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
12.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
12.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
12.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
12.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
11.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
11.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
11.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
10.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 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.
SLMAP 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
27.2
Number of samples
486
Samples
Sample
Description
TPM
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
81.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
61.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
54.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
54.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
53.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
52.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
51.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
49.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
49.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
48.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
47.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
46.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
46.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
46.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
45.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
44.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
44.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
44.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
43.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
42.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
42.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
42.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
42.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
41.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
41.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
40.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
40.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
39.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
39.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
39.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
39.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
39.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
39.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
38.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
38.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
38.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
38.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
38.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
38.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
38.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
38.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
37.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
37.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
36.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
36.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
36.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
36.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
36.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
36.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
36.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
36.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
36.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
35.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
35.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
35.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
35.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
35.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
35.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
35.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
35.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
34.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
34.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
34.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
34.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
34.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
34.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
34.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
34.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
34.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
34.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
34.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
34.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
34.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
34.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
34.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
34.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
34.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
33.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
33.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
33.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
33.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
33.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
33.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
33.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
33.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
33.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
33.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
33.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
33.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
33.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
33.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
33.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
33.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
33.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
33.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
32.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
32.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
32.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
32.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
32.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
32.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
32.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
32.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
32.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
32.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
32.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
32.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
32.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
31.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
31.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
31.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
31.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
31.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
31.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
31.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
31.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
31.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
31.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
31.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
31.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
31.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
30.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
30.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
30.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
30.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
30.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
30.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
30.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
30.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
30.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
30.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
30.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
30.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
30.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
30.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
30.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
30.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
30.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
30.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
30.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
30.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
29.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
29.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
29.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
29.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
29.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
29.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
29.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
29.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
29.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
29.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
29.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
29.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
29.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
29.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
29.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
29.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
29.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
29.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
29.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
29.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
28.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
28.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
28.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
28.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
28.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
28.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
28.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
28.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
28.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
28.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
28.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
28.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
28.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
28.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
28.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
28.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
28.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
28.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
28.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
28.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
28.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
28.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
28.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
28.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
28.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
28.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
28.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
28.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
28.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
27.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
27.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
27.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
27.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
27.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
27.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
27.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
27.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
27.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
27.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
27.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
27.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
27.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
27.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
27.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
27.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
27.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
27.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
27.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
27.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
27.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
27.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
27.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
27.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
27.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
26.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
26.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
26.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
26.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
26.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
26.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
26.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
26.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
26.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
26.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
26.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
26.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
26.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
26.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
26.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
26.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
26.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
26.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
26.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
26.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
26.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
26.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
26.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
26.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
26.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
26.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
26.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
26.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
25.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
25.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
25.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
25.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
25.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
25.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
25.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
25.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
25.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
25.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
25.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
25.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
25.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
25.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
25.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
25.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
25.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
25.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
25.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
25.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
25.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
25.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
25.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
25.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
25.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
25.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
25.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
25.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
25.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
25.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
25.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
25.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
25.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
24.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
24.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
24.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
24.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
24.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
24.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
24.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
24.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
24.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
24.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
24.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
24.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
24.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
24.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
24.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
24.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
24.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
24.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
24.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
24.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
24.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
24.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
24.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
24.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
24.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
24.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
24.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
24.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
24.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
24.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
24.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
24.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
23.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
23.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
23.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
23.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
23.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
23.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
23.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
23.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
23.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
23.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
23.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
23.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
23.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
23.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
23.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
23.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
23.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
23.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
23.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
22.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
22.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
22.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
22.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
22.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
22.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
22.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
22.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
22.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
22.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
22.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
22.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
22.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
22.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
22.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
22.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
22.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
21.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
21.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
21.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
21.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
21.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
21.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
21.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
21.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
21.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
20.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
20.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
20.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
19.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
19.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
19.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
19.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.0
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.
SLMAP 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
19.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
51.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
37.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
32.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
30.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
30.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
30.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
29.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
29.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
29.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
28.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
26.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
26.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
24.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
24.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
24.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
24.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
23.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
23.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
23.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
22.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
22.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
22.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
22.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
22.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
22.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
21.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
21.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
21.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
21.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
20.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
20.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
20.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
20.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
20.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
20.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
19.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
19.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
19.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
19.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
18.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
18.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
18.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
18.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
18.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
18.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
18.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
18.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
18.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
18.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
17.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
17.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
17.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
17.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
16.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
16.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
16.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
16.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
15.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
15.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
15.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
14.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
13.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
12.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
12.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.5
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.
SLMAP 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
28.5
Number of samples
207
Samples
Sample
Description
TPM
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
102.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
72.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
69.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
57.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
56.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
56.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
50.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
49.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
47.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
47.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
46.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
46.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
45.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
44.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
41.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
41.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
40.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
38.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
38.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
38.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
38.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
37.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
37.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
37.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
36.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
36.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
35.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
35.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
35.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
35.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
35.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
35.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
35.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
35.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
35.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
34.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
33.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
33.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
33.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
33.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
33.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
33.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
33.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
33.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
33.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
32.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
32.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
32.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
32.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
31.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
31.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
31.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
31.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
31.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
31.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
31.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
30.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
30.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
30.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
30.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
30.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
30.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
30.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
30.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
30.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
30.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
30.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
30.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
29.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
29.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
29.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
29.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
29.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
29.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
29.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
28.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
28.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
28.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
28.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
28.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
28.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
28.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
28.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
27.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
27.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
27.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
27.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
27.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
27.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
27.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
27.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
27.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
27.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
27.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
27.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
27.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
26.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
26.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
26.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
26.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
26.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
26.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
26.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
26.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
26.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
26.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
26.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
26.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
26.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
26.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
25.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
25.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
25.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
25.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
25.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
25.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
25.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
25.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
25.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
25.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
24.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
24.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
24.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
24.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
24.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
24.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
24.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
24.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
24.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
24.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
24.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
24.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
24.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
24.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
24.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
24.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
24.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
24.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
24.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
24.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
23.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
23.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
23.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
23.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
23.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
23.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
23.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
23.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
23.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
22.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
22.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
22.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
22.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
22.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
22.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
22.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
22.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
21.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
21.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
21.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
21.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
20.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
20.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
19.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
19.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
19.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
17.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
2.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
2.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
2.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
2.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
2.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
2.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
1.8
1c070992-647b-4173-a481-904c4d_D2
Normal
1.8
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
1.7
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
1.7
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
1.6
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
1.6
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
1.6
067db520-1b1f-4569-9414-e37a6e_D2
Normal
1.5
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
1.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
1.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
1.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
1.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
1.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
1.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
1.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
1.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
1.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
1.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
1.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
1.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
1.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
1.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
1.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
1.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
1.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
1.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
1.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
1.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
1.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
1.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
1.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
1.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
1.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
1.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
1.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
1.0
82157a70-12f1-4913-b548-d98881_D2
Normal
1.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
1.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
1.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
1.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
1.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
1.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
1.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.9
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.9
41a04113-2061-4923-bca5-da586c_D2
Normal
0.9
963fc8db-f412-4427-a198-23f660_D2
Normal
0.9
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.9
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.9
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.9
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.8
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.8
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.8
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.8
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.8
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.7
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.6
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.6
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.6
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.6
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.5
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.5
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.5
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.5
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.5
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.5
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.4
b2400046-1d25-429d-a821-6040a6
Tumor
-0.5
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.5
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.5
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.5
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.6
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.6
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.6
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.6
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.7
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.7
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.7
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.7
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.8
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.8
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.9
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.9
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.9
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.9
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.9
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.9
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-1.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-1.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-1.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-1.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-1.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-1.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-1.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-1.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-1.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-1.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-1.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-1.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-1.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-1.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-1.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-1.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-1.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-1.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-1.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-1.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-1.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-1.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-1.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-1.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-1.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-1.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-1.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-1.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-1.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-1.5
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-1.5
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-1.5
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-1.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-1.5
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-1.5
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-1.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-1.5
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-1.6
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-1.6
8cc7e656-0152-4359-8566-0581c3
Tumor
-1.6
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-1.6
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-1.6
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-1.6
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-1.6
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-1.6
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-1.6
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-1.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-1.7
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-1.7
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-1.7
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-1.7
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-1.7
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-1.7
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-1.7
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-1.7
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-1.7
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-1.7
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-1.7
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-1.8
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-1.8
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-1.8
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-1.9
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-1.9
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-1.9
43192517-085e-450e-9481-0a6713_D3
Tumor
-1.9
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-1.9
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-2.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-2.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-2.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-2.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-2.1
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
