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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.
HDAC3 is potential prognostic, high expression is favorable 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
29.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
56.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
52.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
51.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
50.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
48.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
48.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
47.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
46.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
46.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
44.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
44.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
43.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
43.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
43.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
43.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
42.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
42.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
42.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
42.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
41.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
40.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
40.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
40.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
40.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
39.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
39.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
38.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
38.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
38.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
38.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
38.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
38.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
38.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
38.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
37.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
37.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
37.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
37.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
37.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
37.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
37.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
37.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
37.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
36.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
36.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
36.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
36.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
36.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
36.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
36.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
35.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
35.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
35.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
35.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
35.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
35.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
35.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
35.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
35.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
35.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
35.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
34.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
34.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
34.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
34.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
34.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
34.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
34.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
34.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
34.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
34.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
34.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
34.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
34.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
33.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
33.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
33.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
33.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
33.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
33.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
33.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
33.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
33.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
33.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
33.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
33.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
33.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
32.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
32.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
32.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
32.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
32.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
32.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
32.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
32.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
32.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
32.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
32.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
31.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
31.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
31.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
31.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
31.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
31.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
31.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
31.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
30.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
30.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
30.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
30.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
30.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
30.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
30.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
30.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
30.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
30.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
30.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
29.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
29.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
29.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
29.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
29.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
29.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
29.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
29.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
29.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
29.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
29.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
29.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
29.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
29.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
29.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
29.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
29.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
29.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
28.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
28.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
28.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
28.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
28.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
28.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
28.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
28.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
28.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
28.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
28.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
28.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
28.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
28.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
28.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
27.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
27.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
27.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
27.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
27.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
27.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
27.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
27.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
27.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
27.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
27.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
27.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
26.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
26.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
26.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
26.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
26.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
26.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
26.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
26.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
26.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
26.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
26.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
25.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
25.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
25.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
25.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
25.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
25.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
25.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
25.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
25.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
25.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
25.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
25.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
25.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
24.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
24.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
24.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
24.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
24.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
24.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
24.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
24.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
24.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
24.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
23.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
23.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
23.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
23.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
23.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
23.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
23.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
23.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
23.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
23.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
22.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
22.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
22.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
22.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
22.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
22.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
22.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
21.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
21.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
21.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
21.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
21.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
21.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
21.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
21.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
20.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
20.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
20.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
20.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
20.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
20.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
20.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
20.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
19.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
19.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
19.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
19.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
19.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
19.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
19.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
19.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
19.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
19.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
18.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
18.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
18.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
18.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
18.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
17.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
17.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
17.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
17.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
16.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
16.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
14.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
14.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 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.
HDAC3 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
24.6
Number of samples
486
Samples
Sample
Description
TPM
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
48.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
47.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
46.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
41.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
39.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
39.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
38.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
38.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
38.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
38.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
38.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
37.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
37.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
36.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
36.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
36.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
36.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
36.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
35.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
35.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
35.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
35.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
34.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
34.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
34.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
34.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
34.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
34.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
34.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
34.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
33.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
33.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
33.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
33.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
33.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
33.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
33.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
33.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
33.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
33.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
33.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
33.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
33.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
33.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
33.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
33.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
32.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
32.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
32.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
32.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
32.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
32.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
32.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
32.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
32.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
32.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
32.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
32.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
32.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
32.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
31.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
31.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
31.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
31.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
31.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
31.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
31.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
31.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
31.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
30.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
30.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
30.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
30.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
30.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
30.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
30.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
30.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
30.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
30.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
30.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
30.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
30.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
30.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
29.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
29.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
29.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
29.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
29.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
29.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
29.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
29.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
29.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
29.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
29.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
29.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
29.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
29.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
29.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
29.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
29.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
29.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
29.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
29.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
29.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
29.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
29.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
29.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
29.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
29.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
29.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
29.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
28.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
28.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
28.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
28.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
28.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
28.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
28.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
28.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
28.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
28.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
28.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
28.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
28.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
28.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
28.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
28.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
28.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
28.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
28.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
28.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
28.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
28.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
28.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
27.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
27.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
27.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
27.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
27.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
27.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
27.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
27.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
27.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
27.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
27.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
27.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
27.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
27.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
27.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
27.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
27.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
27.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
27.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
27.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
27.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
26.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
26.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
26.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
26.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
26.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
26.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
26.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
26.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
26.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
26.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
26.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
26.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
26.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
26.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
26.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
26.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
26.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
26.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
26.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
26.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
26.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
26.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
26.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
26.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
26.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
26.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
25.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
25.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
25.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
25.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
25.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
25.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
25.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
25.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
25.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
25.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
25.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
25.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
25.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
25.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
25.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
25.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
25.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
25.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
25.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
25.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
25.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
25.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
25.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
25.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
25.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
25.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
25.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
25.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
25.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
25.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
25.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
25.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
25.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
24.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
24.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
24.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
24.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
24.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
24.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
24.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
24.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
24.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
24.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
24.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
24.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
24.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
24.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
24.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
24.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
24.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
24.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
24.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
24.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
24.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
24.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
23.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
23.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
23.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
23.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
23.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
23.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
23.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
23.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
23.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
23.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
23.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
23.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
23.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
23.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
23.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
23.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
23.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
23.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
23.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
23.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
23.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
22.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
22.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
22.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
22.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
22.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
22.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
22.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
22.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
22.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
22.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
22.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
22.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
22.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
22.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
22.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
22.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
22.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
22.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
22.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
22.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
22.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
22.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
22.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
22.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
22.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
22.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
22.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
21.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
21.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
21.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
21.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
21.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
21.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
21.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
21.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
21.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
21.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
20.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
20.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
20.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
20.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
20.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
20.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
20.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
20.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
20.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
20.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
20.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
20.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
20.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
19.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
19.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
19.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
17.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
HDAC3 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
28.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
48.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
47.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
46.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
45.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
43.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
42.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
42.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
40.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
38.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
38.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
38.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
37.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
37.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
36.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
36.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
36.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
36.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
36.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
36.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
35.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
34.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
34.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
34.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
34.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
34.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
34.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
34.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
33.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
32.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
32.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
31.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
31.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
31.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
30.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
30.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
29.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
29.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
29.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
29.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
29.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
29.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
29.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
29.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
29.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
28.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
28.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
28.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
28.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
27.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
27.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
27.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
26.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
26.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
26.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
26.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
25.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
25.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
25.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
25.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
25.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
24.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
24.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
24.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
23.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
23.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
23.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
23.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
22.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
22.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
22.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
21.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
21.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
21.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
21.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
20.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
20.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
19.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
19.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
18.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
16.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
16.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
3.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
HDAC3 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
21.5
Number of samples
207
Samples
Sample
Description
TPM
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
36.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
35.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
34.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
34.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
34.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
33.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
33.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
32.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
32.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
31.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
31.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
30.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
29.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
29.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
29.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
29.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
29.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
29.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
29.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
28.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
28.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
28.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
28.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
28.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
27.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
27.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
27.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
27.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
27.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
27.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
27.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
27.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
27.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
27.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
26.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
26.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
26.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
26.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
26.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
26.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
26.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
26.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
25.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
25.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
25.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
25.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
25.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
25.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
25.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
25.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
24.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
24.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
24.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
24.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
24.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
24.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
24.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
23.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
23.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
23.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
23.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
23.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
23.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
23.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
23.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
23.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
23.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
23.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
23.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
23.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
23.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
22.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
22.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
22.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
22.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
22.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
22.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
22.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
22.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
22.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
21.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
21.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
21.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
21.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
21.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
20.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
19.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
19.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
1.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.8
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.7
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.7
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.6
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.6
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.6
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.5
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.5
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.4
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.3
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.5
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.5
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.5
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.7
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
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
