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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.
HDDC2 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
38.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
90.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
84.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
79.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
78.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
73.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
69.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
69.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
65.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
64.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
63.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
63.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
62.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
60.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
59.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
57.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
57.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
56.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
56.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
55.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
54.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
54.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
54.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
54.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
54.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
53.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
53.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
53.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
53.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
53.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
52.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
52.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
52.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
52.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
51.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
51.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
51.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
51.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
51.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
50.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
50.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
50.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
50.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
50.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
50.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
49.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
49.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
49.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
49.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
49.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
49.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
48.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
48.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
48.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
48.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
47.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
47.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
47.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
46.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
46.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
46.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
46.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
46.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
45.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
45.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
45.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
44.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
44.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
44.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
44.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
44.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
43.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
43.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
43.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
43.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
43.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
43.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
42.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
42.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
42.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
42.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
42.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
42.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
41.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
41.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
41.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
41.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
41.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
41.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
41.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
40.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
40.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
40.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
40.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
40.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
39.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
39.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
39.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
39.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
39.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
39.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
38.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
38.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
38.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
38.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
38.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
38.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
38.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
38.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
38.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
38.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
38.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
38.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
38.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
38.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
38.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
38.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
38.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
37.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
37.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
37.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
37.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
37.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
37.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
36.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
36.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
36.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
36.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
36.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
36.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
36.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
36.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
35.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
35.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
35.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
35.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
35.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
34.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
34.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
34.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
34.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
34.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
34.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
34.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
34.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
34.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
34.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
34.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
34.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
34.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
34.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
34.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
33.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
33.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
33.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
33.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
33.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
33.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
33.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
33.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
33.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
32.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
32.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
32.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
32.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
32.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
32.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
32.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
32.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
32.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
32.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
32.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
31.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
31.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
31.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
31.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
31.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
31.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
31.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
31.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
30.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
30.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
30.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
30.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
30.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
30.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
30.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
30.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
30.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
30.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
30.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
29.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
29.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
29.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
29.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
29.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
29.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
28.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
28.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
28.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
28.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
28.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
28.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
28.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
28.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
28.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
27.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
27.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
27.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
27.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
27.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
26.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
26.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
26.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
26.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
26.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
26.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
26.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
26.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
26.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
25.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
25.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
25.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
25.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
24.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
24.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
24.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
24.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
24.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
23.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
23.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
22.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
22.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
22.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
22.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
22.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
21.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
21.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
21.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
21.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
20.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
20.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
20.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
20.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
19.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
19.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
19.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
18.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
16.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
16.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
16.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
15.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
14.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 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.
HDDC2 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
32.1
Number of samples
486
Samples
Sample
Description
TPM
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
82.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
73.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
72.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
64.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
63.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
62.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
62.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
60.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
60.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
59.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
56.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
56.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
56.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
56.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
55.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
55.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
54.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
53.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
52.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
51.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
51.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
51.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
51.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
51.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
51.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
50.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
50.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
50.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
50.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
50.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
49.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
49.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
49.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
48.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
48.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
48.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
47.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
47.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
47.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
47.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
47.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
46.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
45.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
45.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
45.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
44.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
44.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
44.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
44.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
44.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
44.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
43.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
43.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
43.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
42.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
42.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
42.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
42.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
41.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
41.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
41.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
41.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
41.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
41.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
41.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
41.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
41.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
41.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
40.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
40.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
40.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
40.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
40.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
40.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
40.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
40.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
39.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
39.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
39.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
39.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
39.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
39.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
39.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
39.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
39.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
39.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
39.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
39.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
39.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
39.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
39.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
38.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
38.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
38.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
38.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
38.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
38.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
38.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
38.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
38.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
38.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
38.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
38.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
38.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
38.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
38.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
38.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
38.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
38.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
38.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
37.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
37.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
37.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
37.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
37.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
37.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
37.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
37.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
37.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
37.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
37.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
37.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
37.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
37.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
37.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
37.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
37.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
37.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
37.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
37.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
36.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
36.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
36.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
36.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
36.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
36.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
36.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
36.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
36.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
36.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
36.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
36.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
36.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
36.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
36.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
35.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
35.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
35.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
35.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
35.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
35.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
35.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
35.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
35.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
35.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
35.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
35.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
35.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
35.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
35.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
35.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
35.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
35.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
35.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
35.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
35.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
35.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
35.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
35.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
35.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
34.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
34.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
34.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
34.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
34.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
34.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
34.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
34.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
34.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
34.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
34.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
34.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
34.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
34.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
34.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
34.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
34.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
34.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
34.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
34.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
34.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
34.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
34.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
33.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
33.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
33.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
33.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
33.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
33.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
33.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
33.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
33.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
33.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
33.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
33.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
33.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
33.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
33.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
33.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
33.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
33.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
33.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
32.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
32.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
32.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
32.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
32.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
32.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
32.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
32.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
32.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
32.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
32.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
32.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
32.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
32.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
32.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
32.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
32.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
32.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
32.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
32.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
31.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
31.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
31.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
31.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
31.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
31.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
31.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
31.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
31.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
31.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
31.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
31.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
31.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
31.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
30.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
30.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
30.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
30.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
30.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
30.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
30.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
30.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
30.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
30.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
30.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
30.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
30.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
30.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
30.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
30.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
29.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
29.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
29.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
29.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
29.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
29.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
29.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
29.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
29.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
29.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
29.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
29.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
29.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
29.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
29.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
29.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
29.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
29.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
29.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
29.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
29.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
29.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
28.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
28.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
28.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
28.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
28.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
28.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
28.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
28.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
28.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
28.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
28.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
28.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
28.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
28.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
28.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
28.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
28.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
28.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
28.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
28.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
28.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
27.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
27.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
27.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
27.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
27.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
27.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
27.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
27.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
27.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
27.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
27.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
27.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
27.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
27.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
27.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
27.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
27.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
26.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
26.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
26.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
26.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
26.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
26.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
26.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
26.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
26.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
26.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
26.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
26.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
26.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
26.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
26.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
26.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
26.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
26.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
26.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
26.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
26.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
26.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
26.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
26.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
25.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
25.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
25.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
25.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
25.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
25.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
25.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
25.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
25.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
25.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
25.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
25.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
25.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
25.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
25.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
25.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
25.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
25.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
24.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
24.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
24.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
24.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
24.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
24.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
24.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
24.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
24.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
24.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
24.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
24.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
24.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
24.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
24.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
24.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
23.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
23.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
23.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
23.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
23.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
23.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
23.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
23.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
23.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
23.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
23.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
23.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
23.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
23.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
23.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
23.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
23.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
23.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
23.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
22.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
22.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
22.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
22.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
21.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
21.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
21.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
21.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
21.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
21.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
21.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
21.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
21.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
21.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
19.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
19.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
18.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
18.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
17.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
15.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
3.0
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.
HDDC2 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
39.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
105.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
66.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
62.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
61.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
61.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
61.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
60.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
58.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
58.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
57.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
56.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
53.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
52.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
50.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
50.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
50.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
49.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
48.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
48.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
47.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
47.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
46.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
45.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
44.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
44.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
44.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
44.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
43.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
43.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
43.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
43.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
42.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
41.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
41.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
41.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
41.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
40.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
40.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
40.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
40.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
39.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
39.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
37.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
36.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
36.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
36.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
35.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
35.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
35.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
35.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
34.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
34.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
33.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
33.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
33.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
32.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
32.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
32.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
32.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
31.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
31.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
31.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
30.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
30.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
30.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
30.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
29.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
29.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
28.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
28.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
28.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
28.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
28.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
27.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
27.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
26.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
26.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
26.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
25.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
24.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
24.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
23.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
22.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
22.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
21.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
14.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
14.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 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.
HDDC2 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
27.5
Number of samples
207
Samples
Sample
Description
TPM
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
54.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
54.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
53.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
48.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
48.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
47.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
46.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
46.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
46.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
45.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
44.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
43.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
43.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
43.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
42.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
41.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
40.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
39.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
39.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
39.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
38.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
38.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
37.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
37.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
36.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
36.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
36.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
36.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
36.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
36.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
35.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
35.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
35.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
35.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
34.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
34.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
34.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
33.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
33.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
33.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
33.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
33.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
33.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
32.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
32.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
32.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
32.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
32.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
32.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
31.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
31.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
31.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
31.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
31.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
31.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
31.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
31.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
31.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
31.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
30.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
30.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
30.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
30.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
30.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
30.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
30.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
30.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
30.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
30.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
30.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
30.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
29.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
29.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
29.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
29.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
29.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
29.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
29.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
29.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
28.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
28.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
28.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
28.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
28.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
28.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
28.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
28.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
28.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
28.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
28.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
27.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
27.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
27.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
27.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
27.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
27.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
27.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
27.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
26.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
26.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
26.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
26.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
26.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
26.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
26.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
25.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
25.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
25.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
25.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
25.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
25.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
25.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
25.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
25.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
25.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
24.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
24.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
24.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
24.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
24.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
24.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
24.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
24.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
24.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
24.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
23.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
23.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
23.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
23.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
23.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
23.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
23.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
23.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
22.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
22.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
22.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
22.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
22.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
22.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
22.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
22.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
22.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
22.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
22.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
21.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
21.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
21.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
21.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
21.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
21.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
21.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
17.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
6.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
