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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.
TAF9B is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
30.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
25.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
22.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
22.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
22.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
21.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
21.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
20.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
19.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
19.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
19.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
18.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
18.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
18.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
18.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
17.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
17.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
17.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
17.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
17.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
16.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
16.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
16.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
15.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
15.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
15.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
15.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
14.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
13.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
13.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
13.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
12.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
11.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
11.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
9.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
8.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
4.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
4.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 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.
TAF9B 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
12.4
Number of samples
486
Samples
Sample
Description
TPM
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
69.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
33.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
32.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
31.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
31.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
27.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
27.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
26.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
26.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
24.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
24.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
22.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
21.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
20.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
20.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
18.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
16.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
15.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
12.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
12.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
12.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
11.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
11.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
11.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
11.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
11.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
11.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
11.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
11.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
11.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
11.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
11.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
11.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
10.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
10.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
10.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
10.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
10.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
10.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
10.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
10.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
10.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
9.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
9.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
9.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
9.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
9.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
9.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
9.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
9.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
9.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
9.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
9.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
9.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
9.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
9.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
9.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
9.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
9.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
8.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
8.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
8.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
8.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
8.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
8.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
8.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
8.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
8.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
8.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
8.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
8.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
8.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
8.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
8.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
8.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
8.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
8.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
8.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
8.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
8.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
8.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
7.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
7.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
7.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
7.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
7.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
7.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
7.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
7.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
7.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
7.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
7.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
7.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
7.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
7.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
7.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
7.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
7.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
7.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
7.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
7.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
7.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
6.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
6.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
6.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
6.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
6.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
6.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
6.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
6.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
6.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
6.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
5.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
5.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
4.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
TAF9B 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
11.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
28.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
25.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
23.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
21.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
21.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
20.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
19.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
18.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
17.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
16.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
14.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
13.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
13.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
11.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
10.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.8
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.
TAF9B 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
12.6
Number of samples
207
Samples
Sample
Description
TPM
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
29.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
26.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
25.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
24.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
19.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
19.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
19.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
14.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
12.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
10.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
9.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
9.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
9.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
9.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
8.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
8.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
8.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
8.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
7.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
7.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
7.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
7.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
7.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
6.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
6.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
6.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
5.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
4.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
