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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.
CD34 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
12.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
99.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
75.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
69.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
44.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
42.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
40.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
35.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
33.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
33.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
32.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
32.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
29.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
29.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
29.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
27.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
26.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
26.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
26.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
25.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
25.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
25.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
24.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
24.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
24.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
23.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
23.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
22.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
22.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
22.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
21.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
21.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
21.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
21.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
21.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
20.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
20.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
20.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
20.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
20.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
19.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
19.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
19.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
19.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
19.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
19.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
19.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
18.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
18.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
18.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
18.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
18.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
18.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
18.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
17.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
17.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
16.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
16.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
16.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
16.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
16.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
15.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
15.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
15.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
15.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
14.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
14.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
14.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
14.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
13.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
12.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
12.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
10.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
8.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
5.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
4.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
3.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
2.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 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.
CD34 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
17.1
Number of samples
486
Samples
Sample
Description
TPM
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
62.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
55.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
54.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
50.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
40.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
40.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
40.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
40.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
37.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
37.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
36.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
35.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
34.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
34.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
34.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
33.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
33.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
33.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
32.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
32.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
31.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
31.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
31.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
30.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
30.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
30.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
30.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
30.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
29.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
29.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
29.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
29.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
29.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
28.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
28.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
28.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
28.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
28.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
27.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
27.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
27.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
27.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
27.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
27.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
27.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
26.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
26.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
26.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
26.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
26.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
26.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
26.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
26.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
26.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
26.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
25.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
25.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
25.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
25.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
25.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
25.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
25.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
25.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
25.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
25.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
25.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
25.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
24.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
24.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
24.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
24.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
24.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
23.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
23.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
23.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
23.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
23.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
23.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
23.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
23.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
23.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
23.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
23.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
23.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
23.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
23.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
22.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
22.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
22.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
21.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
21.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
21.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
21.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
21.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
21.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
21.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
20.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
20.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
20.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
19.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
18.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
18.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
15.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
14.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
14.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
12.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
11.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
11.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
10.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
10.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
10.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
9.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
9.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
9.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
9.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
9.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
9.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
8.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
8.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
8.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
8.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
8.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
8.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
8.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
7.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
7.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
7.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
7.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
7.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
7.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
7.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
7.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
7.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
6.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
6.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
5.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
5.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
5.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
5.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
5.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
5.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
5.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
5.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
4.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
4.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
3.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
3.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
3.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
3.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
2.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
CD34 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
13.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
86.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
34.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
34.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
33.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
33.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
27.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
25.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
25.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
25.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
24.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
24.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
22.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
22.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
19.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
19.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
18.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
17.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
17.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
17.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
16.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
16.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
15.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
15.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
15.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
15.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
14.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
13.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
4.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.9
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.
CD34 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
18.2
Number of samples
207
Samples
Sample
Description
TPM
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
63.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
62.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
51.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
47.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
43.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
42.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
41.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
41.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
40.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
37.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
36.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
35.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
35.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
35.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
35.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
34.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
33.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
31.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
31.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
31.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
31.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
30.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
30.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
30.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
29.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
29.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
29.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
28.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
28.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
28.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
28.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
27.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
27.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
27.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
27.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
27.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
26.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
25.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
25.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
25.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
25.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
25.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
25.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
25.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
24.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
23.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
23.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
22.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
22.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
21.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
21.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
20.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
20.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
19.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
19.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
19.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
15.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
14.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
9.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
8.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
8.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
7.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
7.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
7.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
7.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
7.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
7.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
7.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
6.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
6.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
6.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
6.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
5.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
5.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
5.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
5.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
5.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
4.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
4.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
4.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
4.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
3.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
3.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
1.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
b3696374-c6c0-49dd-833e-596e26_D2
Normal
1.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
1.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
1.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
1.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
1.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
1.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
1.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
1.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
1.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
1.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
1.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
1.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
1.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
1.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
1.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
1.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
1.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
1.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
1.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
1.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
1.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
1.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
1.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
1.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
1.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.9
41a04113-2061-4923-bca5-da586c_D2
Normal
0.9
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.9
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.9
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.9
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.9
1c070992-647b-4173-a481-904c4d_D2
Normal
0.9
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.8
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.8
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.8
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.8
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.8
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.8
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.8
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.7
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.7
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.7
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.7
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.7
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.7
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.7
82157a70-12f1-4913-b548-d98881_D2
Normal
0.6
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.6
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.6
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.6
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.6
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.6
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.6
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.5
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.5
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.5
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.5
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.5
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.4
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.4
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.4
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.4
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.5
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.5
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.6
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.6
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.6
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.6
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.6
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.6
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.6
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.6
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.7
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.7
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.7
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.7
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.8
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.8
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.8
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.8
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.8
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.8
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.8
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.8
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.8
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.9
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.9
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.9
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.9
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.9
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.9
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.9
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-1.0
b2400046-1d25-429d-a821-6040a6
Tumor
-1.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-1.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-1.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-1.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-1.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-1.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-1.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-1.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-1.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-1.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-1.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-1.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-1.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-1.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-1.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-1.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-1.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-1.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-1.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-1.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-1.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-1.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-1.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-1.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-1.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-1.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-1.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-1.5
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-1.5
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-1.6
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-1.6
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-1.7
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-1.7
43192517-085e-450e-9481-0a6713_D3
Tumor
-1.7
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-1.7
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-1.8
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-1.8
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-1.8
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-1.9
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-1.9
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-1.9
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-2.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-2.0
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
