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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.
BCL2L11 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
6.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
17.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
13.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
13.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
11.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
10.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
8.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
6.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
5.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
4.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
4.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
3.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
2.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 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.
BCL2L11 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.5
Number of samples
486
Samples
Sample
Description
TPM
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
53.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
53.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
48.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
47.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
47.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
46.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
45.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
43.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
43.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
42.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
41.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
41.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
40.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
39.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
39.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
39.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
39.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
38.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
38.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
37.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
37.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
37.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
36.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
36.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
36.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
35.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
35.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
35.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
35.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
35.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
34.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
34.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
34.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
34.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
34.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
33.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
33.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
33.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
33.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
33.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
33.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
33.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
32.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
32.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
32.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
32.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
32.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
32.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
32.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
31.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
31.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
31.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
31.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
31.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
30.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
30.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
30.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
30.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
30.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
29.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
29.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
29.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
29.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
29.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
29.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
29.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
28.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
28.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
28.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
28.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
28.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
28.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
28.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
28.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
28.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
28.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
28.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
28.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
28.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
28.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
28.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
27.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
27.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
27.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
27.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
27.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
27.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
27.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
27.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
27.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
26.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
26.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
26.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
26.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
26.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
26.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
26.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
26.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
26.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
26.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
26.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
26.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
26.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
26.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
26.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
26.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
26.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
26.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
26.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
26.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
26.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
26.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
25.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
25.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
25.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
25.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
25.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
25.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
25.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
25.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
25.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
25.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
25.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
25.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
25.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
24.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
24.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
24.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
24.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
24.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
24.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
24.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
24.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
24.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
23.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
23.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
23.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
23.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
23.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
23.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
23.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
23.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
23.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
23.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
23.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
23.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
23.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
23.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
23.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
23.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
23.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
23.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
23.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
22.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
22.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
22.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
22.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
22.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
22.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
22.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
22.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
22.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
22.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
22.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
22.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
22.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
22.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
21.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
21.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
21.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
21.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
21.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
21.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
21.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
20.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
20.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
20.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
20.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
20.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
20.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
20.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
20.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
20.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
20.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
19.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
19.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
19.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
18.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
17.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
17.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
9.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
9.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
8.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
8.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
7.6
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.
BCL2L11 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
6.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
14.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
8.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 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.
BCL2L11 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
20.2
Number of samples
207
Samples
Sample
Description
TPM
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
48.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
48.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
39.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
39.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
35.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
35.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
35.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
35.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
34.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
33.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
32.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
31.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
31.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
30.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
30.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
29.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
29.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
29.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
28.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
28.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
27.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
27.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
27.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
27.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
26.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
26.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
26.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
26.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
26.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
25.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
25.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
25.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
25.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
25.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
25.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
25.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
25.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
25.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
25.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
25.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
25.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
24.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
24.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
24.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
24.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
24.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
24.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
24.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
24.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
24.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
24.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
24.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
24.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
23.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
23.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
22.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
22.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
22.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
22.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
22.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
21.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
21.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
21.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
21.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
20.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
18.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
18.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
13.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.5
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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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
