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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.
CHUK 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
9.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
34.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
25.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
21.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
20.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
18.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
18.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
18.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
16.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
15.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
14.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
14.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
13.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
13.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
12.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
12.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
11.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
10.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
10.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 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.
CHUK 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
12.3
Number of samples
486
Samples
Sample
Description
TPM
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
22.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
22.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
22.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
21.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
19.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
18.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
18.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
17.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
14.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
14.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
12.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
11.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
11.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
10.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
10.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
10.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
10.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
10.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
10.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
10.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
10.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
9.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
9.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
9.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
9.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
9.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
9.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
9.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
9.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
9.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
9.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
9.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
9.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
9.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
9.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
8.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
8.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
8.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
8.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
8.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
8.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
8.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
8.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
8.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
8.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
8.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
8.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
8.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
8.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
8.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
8.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
8.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
8.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
8.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
7.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
7.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
7.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
7.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
7.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
7.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
7.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
7.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
7.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
7.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
7.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
7.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
7.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
7.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
7.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
7.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
6.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
6.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
6.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
6.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
6.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
6.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
5.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CHUK 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
9.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
16.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
16.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
16.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
15.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
12.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.3
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.
CHUK 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
11.0
Number of samples
207
Samples
Sample
Description
TPM
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
10.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
9.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
9.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
9.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
9.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
9.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
9.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
8.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
8.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
8.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
8.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
8.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
8.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
8.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
8.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
7.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
7.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
7.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
7.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
7.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
7.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
7.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
7.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.6
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.5
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.5
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.3
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.4
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.5
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.6
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.7
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.7
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.8
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-1.0
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
