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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.
CD93 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
10.0
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
155.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
61.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
47.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
45.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
42.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
38.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
34.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
30.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
30.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
29.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
28.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
28.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
28.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
25.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
24.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
23.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
23.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
22.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
22.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
21.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
19.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
19.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
19.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
18.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
18.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
18.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
18.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
17.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
17.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
17.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
17.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
16.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
15.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
15.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
14.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
14.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
13.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
10.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
4.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
2.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
1.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
1.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
1.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
1.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
1.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 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.
CD93 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
21.7
Number of samples
486
Samples
Sample
Description
TPM
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
110.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
102.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
88.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
78.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
70.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
69.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
69.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
58.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
58.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
56.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
56.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
53.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
51.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
51.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
49.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
46.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
46.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
44.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
44.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
43.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
43.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
42.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
42.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
41.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
41.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
41.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
41.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
41.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
41.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
40.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
40.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
40.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
40.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
40.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
40.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
39.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
39.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
38.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
38.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
38.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
38.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
38.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
37.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
36.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
36.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
36.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
35.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
35.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
35.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
35.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
35.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
35.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
34.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
34.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
34.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
34.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
34.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
33.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
33.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
33.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
33.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
33.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
32.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
32.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
32.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
32.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
32.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
32.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
32.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
32.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
32.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
32.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
32.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
31.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
31.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
31.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
31.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
31.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
30.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
30.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
30.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
30.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
30.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
30.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
29.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
29.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
29.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
29.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
29.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
29.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
29.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
29.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
29.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
28.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
28.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
28.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
28.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
28.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
28.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
28.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
28.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
28.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
28.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
27.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
27.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
27.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
27.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
27.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
27.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
27.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
27.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
27.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
27.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
27.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
27.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
26.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
26.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
26.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
26.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
26.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
26.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
26.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
26.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
25.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
25.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
25.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
25.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
25.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
25.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
25.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
25.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
25.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
24.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
24.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
24.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
24.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
24.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
24.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
24.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
24.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
24.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
24.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
24.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
24.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
23.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
23.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
23.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
23.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
23.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
23.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
23.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
23.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
23.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
23.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
23.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
22.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
22.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
22.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
22.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
22.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
22.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
22.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
22.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
22.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
22.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
21.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
21.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
20.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
20.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
20.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
19.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
19.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
19.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
19.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
18.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
13.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
12.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
11.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
10.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
10.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
10.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
9.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
9.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
9.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
9.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
9.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
9.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
8.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
8.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
8.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
8.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
8.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
7.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
7.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
7.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
7.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
7.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
7.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
6.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
6.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
6.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
6.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
5.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
5.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
5.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
2.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
CD93 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
10.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
73.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
37.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
27.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
25.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
24.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
21.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
21.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
19.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
19.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
18.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
17.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
15.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
14.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
8.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.3
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.
CD93 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
21.7
Number of samples
207
Samples
Sample
Description
TPM
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
71.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
69.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
62.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
60.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
56.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
56.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
55.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
53.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
52.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
49.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
44.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
43.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
42.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
42.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
41.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
41.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
40.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
40.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
39.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
39.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
39.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
39.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
37.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
37.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
36.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
36.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
36.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
36.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
35.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
35.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
34.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
34.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
33.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
33.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
33.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
32.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
31.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
31.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
30.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
30.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
30.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
30.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
30.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
29.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
28.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
28.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
28.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
28.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
27.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
27.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
27.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
27.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
27.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
26.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
26.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
26.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
26.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
25.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
25.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
24.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
24.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
23.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
23.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
23.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
23.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
22.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
22.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
22.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
22.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
22.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
21.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
21.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
21.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
21.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
21.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
20.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
20.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
20.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
20.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
19.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
18.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
17.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
16.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
8.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
8.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
7.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
7.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
6.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
6.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
6.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
6.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
6.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
6.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
5.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
5.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
4.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
1.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
1.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
1.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
1.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.9
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.9
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.8
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.8
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.7
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.7
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.7
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.7
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.7
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.6
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.6
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.6
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.6
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.5
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.5
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.5
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.4
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.4
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.5
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.6
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.7
b2400046-1d25-429d-a821-6040a6
Tumor
-0.7
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.7
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.7
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.8
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-1.2
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
