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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.
HDAC8 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
14.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
41.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
32.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
31.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
29.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
28.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
27.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
26.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
26.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
25.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
25.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
25.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
24.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
24.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
24.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
23.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
23.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
23.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
22.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
22.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
22.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
21.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
21.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
21.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
21.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
21.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
21.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
21.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
21.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
21.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
20.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
20.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
20.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
20.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
20.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
20.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
20.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
19.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
19.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
19.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
19.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
19.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
19.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
19.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
19.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
19.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
19.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
18.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
18.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
18.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
18.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
18.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
18.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
18.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
18.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
18.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
18.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
18.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
18.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
17.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
17.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
17.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
17.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
17.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
17.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
17.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
17.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
17.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
17.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
17.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
16.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
16.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
16.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
16.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
16.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
16.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
15.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
15.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
15.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
15.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
15.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
15.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
15.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
15.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
15.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
15.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
15.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
15.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
15.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
14.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
14.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
14.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
14.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
14.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
14.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
14.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
14.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
14.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
14.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
14.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
14.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
13.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
13.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
13.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
13.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
13.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
12.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
12.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
12.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
12.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
12.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
12.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
12.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
12.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
12.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
11.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
11.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
HDAC8 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
23.4
Number of samples
486
Samples
Sample
Description
TPM
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
53.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
53.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
49.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
44.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
41.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
40.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
39.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
39.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
38.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
37.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
37.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
37.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
36.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
36.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
36.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
36.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
36.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
36.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
36.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
35.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
35.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
35.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
35.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
35.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
35.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
35.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
35.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
35.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
35.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
35.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
35.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
34.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
34.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
34.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
34.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
34.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
34.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
33.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
33.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
33.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
33.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
32.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
32.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
32.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
32.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
32.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
32.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
32.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
32.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
32.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
32.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
32.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
31.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
31.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
31.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
31.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
31.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
31.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
31.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
31.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
30.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
30.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
30.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
30.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
30.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
30.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
30.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
30.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
30.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
29.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
29.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
29.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
29.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
29.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
29.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
29.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
29.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
29.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
29.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
29.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
29.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
29.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
28.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
28.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
28.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
28.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
28.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
28.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
28.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
28.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
28.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
28.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
28.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
28.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
28.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
27.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
27.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
27.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
27.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
27.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
27.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
27.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
27.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
27.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
27.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
27.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
27.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
27.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
27.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
27.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
27.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
27.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
27.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
27.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
27.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
27.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
27.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
27.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
26.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
26.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
26.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
26.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
26.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
26.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
26.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
26.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
26.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
26.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
26.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
26.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
26.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
26.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
26.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
26.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
26.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
26.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
26.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
26.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
26.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
26.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
26.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
26.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
26.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
26.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
25.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
25.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
25.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
25.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
25.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
25.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
25.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
25.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
25.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
25.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
25.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
25.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
25.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
25.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
25.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
25.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
25.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
25.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
25.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
25.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
25.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
25.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
25.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
24.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
24.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
24.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
24.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
24.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
24.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
24.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
24.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
24.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
24.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
24.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
24.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
24.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
24.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
24.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
24.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
23.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
23.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
23.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
23.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
23.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
23.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
23.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
23.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
23.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
23.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
23.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
23.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
23.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
23.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
23.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
23.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
23.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
22.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
22.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
22.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
22.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
22.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
22.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
22.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
22.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
22.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
22.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
22.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
22.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
22.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
22.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
22.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
22.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
22.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
22.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
22.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
21.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
21.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
21.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
21.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
21.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
21.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
21.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
21.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
21.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
21.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
21.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
20.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
20.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
20.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
20.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
20.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
19.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
19.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
19.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
19.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
19.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
19.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
18.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
17.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
16.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
10.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
HDAC8 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
14.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
32.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
27.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
25.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
24.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
23.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
23.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
22.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
22.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
21.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
21.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
21.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
20.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
20.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
20.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
20.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
19.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
19.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
19.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
18.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
18.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
18.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
18.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
17.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
17.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
17.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
17.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
16.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
16.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
16.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
15.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
15.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
14.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
14.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
14.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
14.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
13.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
13.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
12.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
10.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HDAC8 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
25.2
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
346.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
50.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
47.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
41.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
40.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
39.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
38.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
37.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
37.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
37.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
37.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
36.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
36.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
36.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
35.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
33.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
33.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
32.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
32.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
32.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
31.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
31.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
31.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
31.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
31.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
30.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
30.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
30.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
30.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
30.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
30.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
30.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
29.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
29.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
29.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
29.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
29.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
28.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
28.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
28.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
28.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
27.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
27.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
27.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
27.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
27.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
27.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
27.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
27.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
27.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
27.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
27.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
27.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
27.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
27.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
26.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
26.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
26.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
26.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
26.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
26.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
26.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
25.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
25.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
25.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
25.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
25.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
25.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
25.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
25.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
25.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
24.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
24.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
24.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
24.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
24.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
24.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
24.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
24.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
24.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
24.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
24.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
23.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
23.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
23.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
23.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
23.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
23.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
23.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
23.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
23.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
23.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
23.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
23.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
23.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
22.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
22.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
22.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
22.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
22.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
22.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
22.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
22.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
21.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
21.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
21.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
21.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
21.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
21.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
21.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
21.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
20.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
19.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
18.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
18.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.8
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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
