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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.
HDAC5 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
15.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
42.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
34.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
32.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
32.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
31.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
30.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
30.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
29.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
29.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
29.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
29.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
28.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
28.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
27.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
27.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
27.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
27.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
26.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
26.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
26.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
26.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
26.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
25.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
25.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
25.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
25.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
24.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
24.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
24.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
24.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
24.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
24.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
24.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
24.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
24.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
24.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
23.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
23.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
23.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
23.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
23.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
23.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
23.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
22.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
22.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
22.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
21.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
21.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
21.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
21.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
21.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
21.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
21.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
21.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
20.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
20.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
20.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
20.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
20.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
20.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
20.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
20.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
20.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
19.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
19.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
19.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
19.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
19.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
19.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
19.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
19.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
19.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
19.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
18.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
18.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
18.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
18.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
17.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
17.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
17.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
17.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
17.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
17.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
17.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
17.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
17.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
17.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
17.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
17.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
17.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
17.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
17.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
16.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
16.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
16.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
16.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
16.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
16.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
16.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
16.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
16.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
16.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
16.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
15.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
15.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
15.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
14.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
14.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
14.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
14.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
14.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
14.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
14.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
14.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
14.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
14.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
13.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
13.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
13.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
13.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
12.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
12.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
12.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
12.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
12.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
12.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
10.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
3.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
HDAC5 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
22.1
Number of samples
486
Samples
Sample
Description
TPM
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
83.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
78.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
49.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
44.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
44.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
43.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
42.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
42.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
42.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
42.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
41.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
40.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
39.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
38.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
38.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
37.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
37.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
37.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
36.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
36.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
36.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
36.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
35.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
35.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
35.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
35.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
35.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
34.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
34.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
34.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
34.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
34.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
33.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
33.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
33.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
33.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
33.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
33.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
33.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
33.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
33.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
33.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
32.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
32.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
32.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
32.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
32.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
32.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
32.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
31.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
31.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
31.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
31.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
31.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
31.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
31.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
31.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
31.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
31.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
30.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
30.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
30.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
30.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
30.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
30.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
30.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
30.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
30.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
30.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
29.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
29.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
29.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
29.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
29.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
29.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
29.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
29.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
29.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
29.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
29.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
29.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
29.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
29.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
29.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
29.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
29.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
28.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
28.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
28.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
28.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
28.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
28.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
28.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
28.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
28.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
28.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
28.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
27.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
27.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
27.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
27.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
27.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
27.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
27.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
27.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
27.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
27.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
27.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
27.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
27.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
27.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
27.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
27.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
27.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
26.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
26.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
26.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
26.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
26.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
26.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
26.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
26.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
26.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
26.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
26.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
26.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
26.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
26.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
26.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
25.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
25.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
25.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
25.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
25.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
25.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
25.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
25.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
25.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
25.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
25.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
25.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
25.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
25.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
25.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
25.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
25.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
25.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
25.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
25.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
25.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
24.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
24.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
24.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
24.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
24.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
24.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
24.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
24.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
24.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
24.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
24.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
24.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
24.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
24.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
24.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
24.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
24.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
24.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
24.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
24.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
24.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
23.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
23.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
23.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
23.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
23.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
23.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
23.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
23.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
23.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
23.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
23.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
23.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
23.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
23.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
23.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
23.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
23.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
23.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
23.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
22.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
22.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
22.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
22.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
22.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
22.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
22.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
22.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
22.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
22.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
22.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
22.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
22.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
21.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
21.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
21.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
21.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
21.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
21.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
21.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
20.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
20.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
19.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
19.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
19.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
19.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
19.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
18.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
18.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
18.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
18.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
17.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
17.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
11.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
10.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
9.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
8.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
8.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
6.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
5.4
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.
HDAC5 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
16.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
28.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
28.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
28.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
28.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
28.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
27.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
27.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
26.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
26.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
26.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
26.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
25.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
25.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
25.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
25.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
24.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
23.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
22.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
21.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
21.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
21.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
21.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
21.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
20.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
20.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
19.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
18.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
18.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
18.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
18.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
18.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
18.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
18.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
17.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
17.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
17.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
17.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
16.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
16.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
16.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
16.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
16.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
15.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
15.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
14.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
12.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
8.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 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.
HDAC5 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
22.2
Number of samples
207
Samples
Sample
Description
TPM
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
46.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
44.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
43.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
43.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
41.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
40.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
40.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
40.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
39.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
39.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
37.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
37.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
37.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
36.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
36.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
36.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
36.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
36.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
36.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
35.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
33.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
33.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
33.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
33.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
32.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
32.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
32.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
32.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
32.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
31.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
31.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
31.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
31.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
31.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
30.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
30.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
30.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
30.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
29.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
29.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
28.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
28.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
28.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
28.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
28.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
28.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
28.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
28.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
28.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
27.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
27.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
27.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
27.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
27.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
27.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
27.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
27.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
27.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
27.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
26.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
26.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
26.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
26.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
26.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
26.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
26.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
26.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
26.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
25.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
25.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
24.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
24.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
24.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
24.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
24.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
24.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
23.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
23.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
23.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
23.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
23.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
23.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
23.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
23.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
22.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
22.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
21.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
21.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
21.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
21.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
21.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
21.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
21.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
21.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
20.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
20.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
20.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
19.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
19.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
19.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
19.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
17.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
16.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
16.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
11.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
7.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
7.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
7.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
4.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
