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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.
STX5 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
26.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
50.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
48.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
47.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
46.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
46.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
45.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
44.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
43.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
43.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
41.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
41.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
41.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
40.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
40.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
40.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
39.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
39.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
38.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
38.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
38.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
37.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
37.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
36.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
36.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
36.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
36.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
35.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
35.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
35.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
35.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
34.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
34.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
34.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
34.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
34.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
34.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
33.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
33.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
33.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
33.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
33.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
33.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
33.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
32.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
32.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
32.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
32.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
32.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
32.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
32.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
32.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
32.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
32.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
32.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
32.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
31.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
31.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
31.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
31.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
31.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
31.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
31.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
30.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
30.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
30.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
30.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
30.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
30.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
30.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
30.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
30.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
30.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
30.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
29.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
29.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
29.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
29.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
29.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
29.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
29.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
29.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
29.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
29.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
29.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
29.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
28.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
28.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
28.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
28.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
28.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
28.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
28.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
28.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
28.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
28.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
28.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
28.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
28.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
27.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
27.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
27.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
27.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
27.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
27.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
27.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
27.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
27.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
27.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
27.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
27.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
27.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
27.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
27.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
27.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
27.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
27.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
27.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
27.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
26.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
26.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
26.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
26.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
26.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
26.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
26.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
26.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
26.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
26.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
26.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
26.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
26.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
26.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
26.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
25.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
25.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
25.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
25.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
25.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
25.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
25.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
25.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
25.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
25.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
25.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
25.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
24.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
24.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
24.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
24.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
24.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
24.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
24.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
24.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
24.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
24.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
24.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
24.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
24.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
24.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
24.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
24.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
24.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
24.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
23.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
23.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
23.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
23.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
23.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
23.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
23.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
23.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
23.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
23.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
23.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
23.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
23.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
23.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
23.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
23.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
23.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
23.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
22.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
22.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
22.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
22.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
22.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
22.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
22.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
22.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
21.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
21.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
21.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
21.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
21.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
21.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
21.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
21.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
21.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
21.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
21.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
21.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
20.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
20.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
20.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
20.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
20.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
20.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
20.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
20.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
20.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
20.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
20.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
20.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
20.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
20.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
20.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
19.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
19.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
19.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
19.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
18.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
18.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
18.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
18.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
18.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
18.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
17.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
17.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
17.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
17.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
16.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
16.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
16.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
16.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
16.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
15.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
15.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
15.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
15.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
15.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
15.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
15.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
15.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
14.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
14.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
13.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
13.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
13.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
12.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 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.
STX5 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
27.6
Number of samples
486
Samples
Sample
Description
TPM
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
49.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
48.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
46.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
45.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
44.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
43.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
43.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
43.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
42.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
42.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
42.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
42.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
41.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
40.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
40.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
40.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
40.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
40.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
39.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
39.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
39.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
39.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
39.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
38.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
38.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
38.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
38.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
38.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
38.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
37.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
37.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
37.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
37.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
37.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
37.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
37.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
37.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
37.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
37.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
36.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
36.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
36.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
36.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
36.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
35.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
35.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
35.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
35.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
35.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
35.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
35.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
35.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
35.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
35.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
35.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
35.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
35.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
35.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
35.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
34.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
34.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
34.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
34.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
34.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
34.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
34.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
34.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
34.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
34.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
34.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
34.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
34.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
34.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
34.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
34.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
34.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
34.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
34.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
33.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
33.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
33.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
33.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
33.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
33.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
33.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
33.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
33.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
33.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
33.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
33.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
33.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
33.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
33.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
33.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
32.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
32.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
32.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
32.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
32.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
32.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
32.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
32.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
32.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
32.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
32.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
32.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
32.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
31.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
31.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
31.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
31.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
31.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
31.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
31.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
31.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
31.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
31.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
31.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
31.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
31.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
31.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
31.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
31.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
31.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
31.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
31.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
31.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
31.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
31.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
31.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
31.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
31.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
31.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
30.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
30.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
30.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
30.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
30.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
30.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
30.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
30.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
30.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
30.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
30.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
30.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
30.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
30.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
30.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
30.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
30.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
30.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
30.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
30.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
30.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
30.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
30.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
29.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
29.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
29.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
29.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
29.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
29.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
29.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
29.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
29.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
29.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
29.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
29.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
29.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
29.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
29.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
29.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
29.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
29.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
29.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
29.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
29.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
29.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
29.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
29.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
29.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
29.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
29.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
29.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
29.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
29.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
28.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
28.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
28.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
28.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
28.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
28.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
28.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
28.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
28.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
28.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
28.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
28.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
28.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
28.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
28.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
28.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
28.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
28.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
28.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
28.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
28.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
28.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
28.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
28.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
28.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
28.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
28.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
28.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
27.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
27.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
27.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
27.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
27.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
27.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
27.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
27.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
27.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
27.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
27.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
27.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
27.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
27.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
27.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
27.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
27.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
27.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
27.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
27.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
27.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
27.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
27.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
27.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
27.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
27.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
27.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
27.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
27.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
27.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
27.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
27.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
27.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
27.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
27.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
27.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
27.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
27.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
27.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
27.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
26.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
26.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
26.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
26.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
26.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
26.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
26.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
26.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
26.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
26.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
26.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
26.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
26.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
26.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
26.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
26.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
26.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
26.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
26.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
26.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
26.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
26.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
26.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
26.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
26.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
26.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
26.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
26.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
26.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
26.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
26.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
26.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
26.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
25.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
25.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
25.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
25.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
25.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
25.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
25.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
25.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
25.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
25.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
25.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
25.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
25.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
25.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
25.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
25.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
25.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
25.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
25.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
25.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
25.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
25.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
25.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
25.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
24.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
24.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
24.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
24.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
24.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
24.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
24.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
24.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
24.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
24.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
24.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
24.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
24.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
24.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
24.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
24.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
24.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
24.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
24.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
24.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
24.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
23.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
23.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
23.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
23.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
23.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
23.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
23.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
23.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
23.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
23.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
23.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
23.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
23.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
23.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
23.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
23.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
23.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
23.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
23.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
23.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
23.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
23.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
22.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
22.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
22.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
22.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
22.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
22.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
22.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
22.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
22.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
22.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
22.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
22.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
22.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
22.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
22.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
22.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
22.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
22.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
22.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
22.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
22.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
21.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
21.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
21.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
21.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
21.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
21.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
21.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
21.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
21.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
21.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
21.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
21.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
21.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
21.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
21.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
21.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
21.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
20.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
20.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
20.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
20.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
19.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
19.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
19.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
19.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
STX5 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
26.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
42.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
41.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
41.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
38.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
38.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
36.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
35.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
35.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
35.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
34.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
33.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
33.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
33.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
32.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
31.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
31.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
31.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
31.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
31.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
31.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
30.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
30.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
30.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
30.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
30.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
29.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
29.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
29.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
28.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
28.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
28.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
28.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
28.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
28.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
28.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
28.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
28.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
28.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
28.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
28.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
27.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
27.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
27.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
27.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
27.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
27.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
27.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
27.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
27.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
26.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
26.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
26.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
26.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
25.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
25.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
24.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
24.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
24.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
24.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
23.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
23.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
23.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
23.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
23.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
22.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
22.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
21.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
21.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
20.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
20.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
20.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
19.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
19.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
19.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
19.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
18.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
18.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
18.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
18.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
17.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
14.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
13.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
STX5 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
25.4
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
45.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
44.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
42.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
42.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
36.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
36.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
36.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
35.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
34.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
34.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
34.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
34.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
34.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
34.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
33.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
33.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
33.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
33.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
33.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
33.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
33.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
32.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
32.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
32.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
32.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
32.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
32.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
32.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
32.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
32.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
31.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
31.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
31.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
31.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
30.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
30.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
30.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
30.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
30.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
30.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
30.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
30.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
30.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
29.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
29.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
29.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
29.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
29.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
29.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
29.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
29.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
29.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
29.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
29.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
28.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
28.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
28.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
28.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
28.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
28.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
28.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
28.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
28.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
28.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
28.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
28.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
27.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
27.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
27.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
27.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
27.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
27.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
27.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
27.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
27.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
27.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
27.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
27.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
27.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
26.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
26.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
26.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
26.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
26.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
26.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
26.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
26.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
26.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
26.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
26.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
26.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
26.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
25.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
25.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
25.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
25.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
25.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
25.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
25.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
25.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
25.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
25.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
25.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
25.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
25.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
25.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
25.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
25.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
25.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
25.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
25.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
25.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
25.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
25.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
24.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
24.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
24.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
24.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
24.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
24.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
23.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
23.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
23.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
23.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
23.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
23.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
23.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
23.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
22.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
22.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
22.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
22.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
22.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
22.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
22.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
22.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
21.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
21.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
21.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
21.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
20.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
19.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
19.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
19.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
17.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.8
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.8
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.6
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.6
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.5
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.5
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.5
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.5
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.5
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.4
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.5
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.