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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.
CPA3 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
5.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
58.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
32.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
31.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
28.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
27.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
25.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
25.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
23.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
23.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
23.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
22.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
22.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
22.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
22.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
19.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
19.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
18.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
18.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
17.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
16.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
16.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
14.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
10.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
6.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
5.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
4.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
3.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
3.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
3.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
3.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
2.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
2.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
2.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
2.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
2.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
2.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
2.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
2.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
2.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
2.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
2.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
2.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
2.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
2.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
2.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
2.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
2.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
1.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
1.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
1.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
1.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
1.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
1.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
1.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
1.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
1.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
1.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
1.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
1.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
1.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
1.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
1.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
1.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
1.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
1.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
1.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
1.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
1.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
1.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
1.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
0.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
0.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
0.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
0.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
0.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
0.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
0.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
0.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
0.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
0.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
0.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
0.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
0.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
0.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
0.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
0.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
0.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
0.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
0.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
0.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
0.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
0.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
0.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
0.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
0.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
0.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
0.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
0.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
0.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
0.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 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.
CPA3 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.4
Number of samples
486
Samples
Sample
Description
TPM
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
62.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
54.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
47.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
47.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
46.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
45.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
44.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
44.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
44.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
44.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
41.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
41.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
40.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
39.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
38.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
38.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
38.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
38.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
37.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
37.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
37.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
37.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
36.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
36.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
35.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
35.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
34.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
33.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
33.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
33.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
32.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
32.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
32.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
31.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
31.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
31.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
31.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
31.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
30.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
30.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
30.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
30.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
30.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
28.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
28.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
28.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
28.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
27.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
27.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
27.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
27.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
26.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
26.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
26.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
26.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
26.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
25.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
25.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
24.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
24.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
23.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
23.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
23.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
22.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
22.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
22.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
22.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
22.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
22.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
21.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
20.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
19.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
18.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
17.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
16.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
14.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
11.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
10.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
10.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
10.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
9.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
9.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
9.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
9.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
9.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
9.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
9.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
8.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
8.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
8.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
8.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
8.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
8.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
8.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
8.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
8.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
8.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
8.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
8.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
8.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
8.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
8.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
8.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
7.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
7.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
7.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
7.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
7.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
7.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
7.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
7.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
7.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
7.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
7.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
7.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
7.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
7.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
6.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
6.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
6.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
6.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
6.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
6.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
6.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
6.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
6.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
6.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
6.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
6.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
6.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
6.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
6.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
6.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
6.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
6.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
6.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
6.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
6.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
6.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
6.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
6.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
6.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
6.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
6.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
6.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
6.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
6.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
6.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
6.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
6.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
6.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
5.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
5.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
5.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
5.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
5.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
5.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
5.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
5.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
5.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
5.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
5.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
5.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
5.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
5.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
5.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
5.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
5.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
5.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
5.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
5.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
5.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
5.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
5.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
5.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
5.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
5.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
5.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
5.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
5.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
4.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
4.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
4.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
4.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
4.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
4.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
4.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
4.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
4.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
4.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
4.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
4.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
4.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
4.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
4.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
4.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
4.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
4.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
4.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
4.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
4.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
4.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
4.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
4.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
4.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
4.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
4.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
4.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
3.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
3.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
3.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
3.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
3.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
3.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
3.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
3.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
3.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
3.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
3.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
3.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
3.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
3.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
3.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
3.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
3.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
3.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
3.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
3.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
3.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
3.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
3.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
3.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
3.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
3.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
3.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
3.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
3.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
3.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
2.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
2.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
2.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
2.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
2.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
2.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
2.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
2.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
2.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
2.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
2.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
2.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
2.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
2.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
2.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
2.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
2.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
2.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
2.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
2.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
2.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
2.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
1.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
1.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
1.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
1.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
1.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
1.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
1.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
1.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
1.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
1.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
1.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
1.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
1.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
1.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
1.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
0.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
0.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
0.6
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.
CPA3 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
5.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
28.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
23.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
21.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
21.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
20.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
16.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
15.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
14.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
13.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
5.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
4.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
3.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
3.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
2.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
2.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
2.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
2.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
2.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
2.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
2.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
1.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
1.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
1.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
1.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
1.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
1.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
0.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
0.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
0.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
0.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
0.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
0.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
0.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
0.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
0.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
0.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
0.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
0.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
0.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.1
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.
CPA3 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
15.7
Number of samples
207
Samples
Sample
Description
TPM
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
117.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
82.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
74.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
66.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
56.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
47.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
46.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
45.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
44.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
41.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
41.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
39.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
39.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
37.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
36.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
34.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
34.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
34.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
32.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
32.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
32.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
32.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
30.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
30.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
29.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
29.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
29.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
28.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
28.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
27.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
26.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
26.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
25.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
25.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
25.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
25.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
25.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
24.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
24.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
24.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
24.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
24.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
22.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
21.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
20.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
20.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
19.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
19.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
17.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
12.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
11.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
9.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
8.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
8.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
8.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
8.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
8.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
7.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
7.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
7.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
7.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
7.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
7.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
7.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
7.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
7.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
7.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
7.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
6.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
6.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
6.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
6.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
6.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
6.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
6.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
6.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
6.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
6.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
5.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
5.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
5.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
5.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
5.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
5.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
5.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
5.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
5.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
5.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
5.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
4.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
4.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
4.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
4.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
4.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
4.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
4.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
4.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
3.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
3.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
3.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
3.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
3.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
3.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
3.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
3.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
3.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
3.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
3.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
3.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
2.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
2.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
2.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
2.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
2.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
1.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
1.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
1.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
1.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
0.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
0.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
0.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
0.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
2.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
2.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
1.9
3a17283c-a0f4-4514-956b-080d11_D2
Normal
1.8
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
1.6
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
1.5
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
1.5
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
1.5
a243b765-61ab-4aa6-88e1-226896_D2
Normal
1.4
b3696374-c6c0-49dd-833e-596e26_D2
Normal
1.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
1.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
1.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
1.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
1.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
1.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
1.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
1.2
82157a70-12f1-4913-b548-d98881_D2
Normal
1.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
1.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
1.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
1.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
1.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
1.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
1.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
1.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
1.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
1.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
1.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
1.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
1.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
1.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
1.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
1.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
1.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.9
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.9
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.9
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.9
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.9
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.9
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.9
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.8
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.8
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.8
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.8
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.8
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.8
41a04113-2061-4923-bca5-da586c_D2
Normal
0.8
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.7
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.7
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.7
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.7
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.6
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.6
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.6
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.6
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.6
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.6
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.6
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.6
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.6
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.6
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.5
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.4
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.4
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.4
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.4
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.4
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.5
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.5
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.5
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.5
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.5
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.6
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.6
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.6
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.6
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.6
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.7
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.7
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.7
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.7
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.7
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.7
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.7
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.7
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.8
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.8
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.8
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.9
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.9
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-1.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-1.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-1.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-1.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-1.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-1.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-1.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-1.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-1.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-1.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-1.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-1.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-1.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-1.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-1.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-1.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-1.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-1.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-1.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-1.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-1.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-1.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-1.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-1.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-1.5
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-1.5
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-1.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-1.5
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-1.6
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-1.6
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-1.6
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-1.6
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-1.7
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-1.7
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-1.7
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-1.8
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-1.9
43192517-085e-450e-9481-0a6713_D3
Tumor
-1.9
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-1.9
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-1.9
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-1.9
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-2.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-2.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-2.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-2.0
8cc7e656-0152-4359-8566-0581c3
Tumor
-2.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-2.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-2.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-2.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-2.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-2.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-2.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-2.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-2.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-2.3
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
