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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.
HIPK3 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
11.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
62.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
54.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
50.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
48.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
40.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
32.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
28.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
22.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
22.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
20.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
20.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
20.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
19.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
18.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
18.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
18.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
18.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
17.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
17.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
17.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
16.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
16.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
15.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
15.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
15.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
15.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
14.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
14.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
14.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
13.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
13.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
13.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
12.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
12.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
12.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
12.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
11.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 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.
HIPK3 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
56.5
Number of samples
486
Samples
Sample
Description
TPM
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
107.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
105.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
98.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
98.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
97.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
92.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
90.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
88.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
88.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
87.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
86.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
85.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
84.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
84.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
83.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
83.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
82.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
81.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
81.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
80.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
79.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
78.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
77.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
77.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
77.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
77.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
77.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
76.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
76.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
76.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
76.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
76.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
75.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
75.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
75.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
74.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
74.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
74.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
73.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
73.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
73.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
73.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
73.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
73.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
73.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
72.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
72.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
72.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
72.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
72.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
72.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
72.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
72.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
72.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
72.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
71.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
71.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
71.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
71.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
71.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
71.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
71.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
71.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
71.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
71.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
70.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
70.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
70.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
70.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
70.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
70.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
70.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
70.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
69.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
69.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
69.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
69.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
69.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
69.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
69.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
69.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
69.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
69.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
69.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
68.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
68.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
68.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
68.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
68.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
68.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
68.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
68.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
68.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
67.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
67.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
67.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
67.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
67.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
67.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
67.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
67.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
67.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
66.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
66.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
66.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
66.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
66.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
66.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
66.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
65.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
65.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
65.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
65.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
65.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
65.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
65.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
65.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
65.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
65.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
64.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
64.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
64.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
64.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
64.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
64.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
64.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
64.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
64.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
64.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
64.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
64.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
64.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
64.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
63.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
63.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
63.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
63.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
63.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
63.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
62.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
62.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
62.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
62.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
62.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
62.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
62.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
62.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
62.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
62.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
62.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
62.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
62.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
62.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
62.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
61.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
61.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
61.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
61.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
61.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
61.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
61.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
61.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
61.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
61.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
61.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
61.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
60.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
60.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
60.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
60.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
60.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
60.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
60.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
60.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
60.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
60.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
60.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
60.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
60.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
59.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
59.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
59.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
59.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
59.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
59.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
59.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
59.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
59.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
59.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
59.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
59.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
59.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
59.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
58.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
58.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
58.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
58.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
58.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
58.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
58.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
58.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
58.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
58.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
58.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
58.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
58.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
58.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
57.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
57.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
57.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
57.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
57.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
57.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
57.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
57.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
57.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
57.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
57.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
57.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
57.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
57.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
56.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
56.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
56.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
56.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
56.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
56.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
56.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
56.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
56.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
56.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
56.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
56.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
56.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
56.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
55.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
55.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
55.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
55.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
55.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
55.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
55.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
55.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
55.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
55.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
55.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
55.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
55.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
55.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
55.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
55.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
55.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
55.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
55.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
55.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
55.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
55.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
54.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
54.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
54.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
54.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
54.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
54.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
54.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
54.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
54.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
54.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
54.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
54.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
54.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
53.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
53.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
53.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
53.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
53.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
53.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
53.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
53.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
53.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
53.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
53.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
53.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
52.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
52.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
52.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
52.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
52.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
52.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
52.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
52.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
52.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
52.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
52.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
52.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
52.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
52.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
52.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
52.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
52.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
52.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
52.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
51.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
51.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
51.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
51.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
51.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
51.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
51.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
51.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
51.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
51.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
51.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
51.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
51.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
51.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
51.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
51.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
51.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
51.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
51.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
51.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
51.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
50.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
50.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
50.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
50.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
50.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
50.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
50.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
50.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
50.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
50.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
50.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
50.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
50.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
50.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
49.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
49.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
49.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
49.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
49.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
49.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
49.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
49.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
49.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
49.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
49.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
49.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
49.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
49.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
49.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
49.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
49.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
49.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
49.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
48.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
48.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
48.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
48.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
48.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
48.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
48.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
48.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
48.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
48.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
48.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
48.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
48.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
47.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
47.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
47.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
47.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
47.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
47.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
47.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
47.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
47.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
47.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
47.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
46.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
46.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
46.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
46.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
46.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
46.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
45.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
45.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
45.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
45.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
45.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
45.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
45.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
45.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
45.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
45.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
45.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
44.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
44.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
44.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
44.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
44.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
44.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
44.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
44.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
44.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
44.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
44.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
44.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
43.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
43.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
43.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
43.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
43.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
43.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
43.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
43.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
42.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
42.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
42.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
42.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
42.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
42.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
42.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
42.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
42.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
42.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
42.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
42.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
42.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
42.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
42.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
41.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
41.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
41.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
41.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
41.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
41.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
41.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
41.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
41.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
41.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
40.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
40.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
40.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
40.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
40.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
40.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
40.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
40.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
39.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
39.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
39.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
39.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
39.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
39.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
38.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
38.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
38.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
37.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
37.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
37.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
37.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
37.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
37.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
36.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
36.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
36.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
36.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
35.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
35.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
35.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
34.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
34.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
34.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
33.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
33.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
32.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
32.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
32.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
29.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
28.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
28.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
25.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.6
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.
HIPK3 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
25.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
25.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
20.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
20.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
18.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
18.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
17.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
17.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
16.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
16.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
15.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
13.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HIPK3 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
54.6
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
131.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
105.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
97.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
90.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
87.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
87.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
86.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
82.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
82.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
81.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
80.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
80.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
78.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
78.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
77.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
75.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
75.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
75.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
74.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
74.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
74.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
72.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
71.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
71.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
71.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
70.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
70.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
70.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
70.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
69.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
69.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
69.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
69.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
68.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
68.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
68.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
68.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
67.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
66.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
66.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
66.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
66.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
66.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
65.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
65.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
64.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
63.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
63.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
63.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
62.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
62.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
62.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
62.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
62.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
62.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
62.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
62.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
61.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
61.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
61.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
61.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
61.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
60.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
60.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
60.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
59.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
59.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
59.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
59.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
59.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
58.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
58.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
58.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
58.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
58.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
58.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
57.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
57.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
57.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
57.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
56.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
56.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
55.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
55.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
55.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
55.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
55.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
55.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
55.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
54.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
54.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
53.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
53.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
53.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
53.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
53.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
53.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
53.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
53.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
53.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
52.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
51.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
51.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
51.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
51.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
51.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
50.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
50.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
50.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
49.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
49.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
49.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
49.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
49.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
49.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
49.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
48.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
48.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
48.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
48.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
48.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
48.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
48.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
48.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
48.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
48.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
48.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
48.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
48.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
48.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
47.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
47.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
47.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
47.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
47.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
47.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
47.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
47.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
46.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
46.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
46.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
46.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
46.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
46.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
46.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
46.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
46.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
46.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
46.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
46.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
45.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
45.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
45.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
45.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
45.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
45.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
45.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
44.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
44.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
44.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
44.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
44.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
44.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
44.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
44.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
43.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
43.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
43.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
43.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
43.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
42.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
42.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
42.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
42.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
42.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
41.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
41.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
41.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
41.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
41.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
40.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
40.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
40.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
40.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
38.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
38.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
38.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
38.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
37.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
37.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
36.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
36.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
36.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
35.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
34.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
34.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
33.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
33.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
33.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
33.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
33.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
32.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
30.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
30.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
28.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
25.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
23.1
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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.