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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.
BAG4 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
6.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
22.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
21.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
18.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
17.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
16.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
14.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
11.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
8.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
5.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
4.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
4.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
4.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
3.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
3.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
3.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
3.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
3.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
2.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
2.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
2.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 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.
BAG4 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.4
Number of samples
486
Samples
Sample
Description
TPM
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
50.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
43.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
39.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
35.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
35.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
35.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
34.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
33.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
32.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
31.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
31.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
30.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
29.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
29.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
29.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
28.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
28.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
28.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
28.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
28.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
28.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
28.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
27.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
27.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
27.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
27.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
27.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
27.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
26.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
26.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
25.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
25.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
25.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
25.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
25.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
24.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
24.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
24.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
24.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
23.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
23.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
23.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
23.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
23.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
23.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
23.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
23.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
22.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
22.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
22.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
22.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
22.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
22.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
22.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
22.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
22.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
22.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
22.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
21.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
21.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
21.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
21.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
21.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
21.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
21.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
21.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
21.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
20.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
20.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
20.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
20.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
20.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
20.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
19.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
19.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
19.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
19.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
18.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
18.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
18.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
18.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
18.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
17.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
17.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
17.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
17.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 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
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
16.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
16.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
16.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
16.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
15.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
15.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
11.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
9.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
9.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
9.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
9.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
9.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
9.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
8.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
7.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
7.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
6.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
6.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
BAG4 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
6.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
30.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
11.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
4.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
4.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
3.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
2.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 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.
BAG4 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
14.7
Number of samples
207
Samples
Sample
Description
TPM
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
52.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
30.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
29.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
27.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
27.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
27.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
26.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
26.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
26.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
25.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
25.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
23.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
23.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
20.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
20.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
18.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
16.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
15.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
10.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
8.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
8.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
6.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.8
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.6
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.6
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.5
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.5
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.5
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.4
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.3
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.5
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.5
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.7
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.8
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.8
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
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_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
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
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
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
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
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
799893aa-d523-4a08-9ea7-611cca_D3
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
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
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
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
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
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
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
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
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
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
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_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.