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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.
BCL2A1 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
9.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
173.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
65.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
60.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
57.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
46.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
44.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
38.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
38.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
35.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
34.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
32.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
32.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
30.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
30.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
29.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
28.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
26.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
25.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
25.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
24.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
24.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
23.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
23.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
22.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
21.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
21.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
21.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
20.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
20.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
20.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
20.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
19.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
18.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
17.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
17.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
16.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
16.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
15.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
12.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
12.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
12.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
10.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
6.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
5.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
4.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
4.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
3.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
3.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
3.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
3.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
2.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
2.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
2.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
2.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
2.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
2.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
2.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
2.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
1.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
1.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
1.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
1.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
1.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
1.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
1.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
1.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
1.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
1.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
1.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
1.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
1.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
1.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
1.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
1.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
1.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
0.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
0.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
0.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
0.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
0.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
0.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
0.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
0.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
BCL2A1 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
24.1
Number of samples
486
Samples
Sample
Description
TPM
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
213.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
211.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
210.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
187.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
171.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
155.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
148.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
136.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
131.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
124.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
121.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
115.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
113.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
109.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
108.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
103.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
95.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
89.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
85.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
80.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
77.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
76.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
75.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
74.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
72.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
71.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
69.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
67.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
66.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
65.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
65.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
65.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
64.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
64.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
64.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
64.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
64.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
63.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
63.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
63.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
61.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
61.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
61.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
60.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
59.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
59.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
59.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
59.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
57.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
57.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
56.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
55.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
55.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
54.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
54.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
54.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
53.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
53.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
52.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
52.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
51.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
50.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
50.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
49.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
47.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
45.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
45.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
44.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
44.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
44.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
44.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
43.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
43.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
42.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
42.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
42.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
42.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
42.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
42.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
40.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
40.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
40.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
40.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
39.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
39.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
39.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
38.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
37.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
37.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
36.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
36.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
36.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
35.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
35.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
35.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
35.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
35.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
35.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
35.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
35.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
34.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
34.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
34.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
33.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
33.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
32.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
32.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
32.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
32.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
31.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
31.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
31.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
30.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
30.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
29.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
29.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
29.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
28.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
28.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
28.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
28.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
28.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
28.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
28.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
27.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
27.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
27.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
27.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
27.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
27.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
27.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
27.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
26.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
26.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
26.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
26.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
26.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
25.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
25.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
25.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
25.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
25.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
25.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
25.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
25.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
24.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
23.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
23.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
23.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
23.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
23.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
23.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
23.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
23.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
23.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
23.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
22.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
22.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
22.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
22.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
22.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
21.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
21.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
21.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
20.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
18.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
16.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
13.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
12.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
11.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
10.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
10.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
9.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
9.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
9.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
9.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
9.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
8.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
8.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
8.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
8.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
8.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
8.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
8.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
8.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
8.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
8.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
8.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
8.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
8.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
8.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
8.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
8.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
8.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
8.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
8.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
7.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
7.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
7.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
7.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
7.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
7.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
7.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
7.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
7.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
7.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
7.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
7.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
7.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
7.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
7.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
7.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
7.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
7.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
7.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
7.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
6.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
6.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
6.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
6.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
6.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
6.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
6.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
6.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
6.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
6.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
6.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
6.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
6.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
6.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
6.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
6.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
6.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
6.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
6.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
6.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
6.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
6.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
6.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
6.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
6.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
6.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
6.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
6.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
6.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
6.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
5.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
5.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
5.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
5.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
5.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
5.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
5.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
5.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
5.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
5.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
5.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
5.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
5.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
5.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
5.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
5.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
5.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
5.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
5.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
5.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
5.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
5.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
5.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
5.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
5.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
5.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
4.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
4.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
4.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
4.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
4.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
4.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
4.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
4.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
4.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
4.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
4.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
4.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
4.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
4.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
4.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
4.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
3.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
3.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
3.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
3.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
3.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
3.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
3.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
3.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
3.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
3.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
3.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
3.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
3.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
3.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
3.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
3.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
3.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
3.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
2.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
2.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
2.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
2.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
2.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
2.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
2.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
2.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
2.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
2.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
1.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
1.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
1.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
1.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
1.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
1.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 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.
BCL2A1 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
8.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
103.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
36.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
27.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
25.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
22.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
21.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
21.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
20.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
18.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
15.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
15.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
14.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
3.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
3.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
3.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
2.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
2.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
1.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
1.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
1.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
1.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
1.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
1.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
0.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 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.
BCL2A1 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
17.1
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
209.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
123.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
109.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
101.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
78.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
66.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
66.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
64.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
61.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
61.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
57.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
56.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
56.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
53.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
51.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
50.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
50.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
45.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
42.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
41.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
36.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
34.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
32.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
31.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
31.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
30.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
29.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
29.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
27.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
27.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
26.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
26.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
26.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
25.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
25.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
23.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
23.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
10.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
10.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
9.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
9.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
8.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
8.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
8.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
8.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
8.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
8.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
7.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
7.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
7.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
7.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
7.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
7.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
7.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
7.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
7.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
7.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
7.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
7.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
7.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
7.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
7.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
6.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
6.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
6.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
6.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
6.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
6.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
6.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
6.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
6.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
5.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
5.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
5.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
5.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
5.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
5.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
5.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
5.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
5.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
5.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
5.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
5.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
5.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
4.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
4.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
4.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
4.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
4.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
4.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
4.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
4.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
4.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
3.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
3.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
3.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
3.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
3.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
3.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
3.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
3.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
2.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
2.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
2.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
2.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
2.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
2.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
2.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
1.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
1.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
1.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
1.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
1.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
1.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
1.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
