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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.
TRIQK 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
12.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
38.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
37.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
32.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
32.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
31.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
30.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
29.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
29.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
28.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
27.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
27.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
26.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
26.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
24.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
24.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
24.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
24.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
23.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
22.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
22.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
22.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
21.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
21.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
21.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
20.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
20.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
20.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
20.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
20.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
19.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
19.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
19.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
19.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
19.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
19.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
19.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
19.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
19.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
18.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
18.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
18.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
18.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
18.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
17.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
17.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
17.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
17.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
17.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
16.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
16.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
16.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
16.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
16.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
16.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
16.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
16.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
16.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
16.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
16.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
15.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
15.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
15.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
15.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
15.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
15.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
15.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
14.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
14.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
14.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
14.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
14.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
14.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
14.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
13.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
13.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
13.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
13.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
13.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
13.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
12.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
11.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
11.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
5.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
1.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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.
TRIQK is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
24.2
Number of samples
486
Samples
Sample
Description
TPM
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
70.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
56.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
56.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
55.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
53.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
50.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
50.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
49.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
48.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
47.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
47.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
46.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
46.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
45.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
42.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
42.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
42.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
41.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
41.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
41.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
40.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
40.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
39.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
39.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
39.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
39.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
39.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
39.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
39.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
39.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
38.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
38.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
38.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
37.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
37.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
37.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
37.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
37.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
37.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
36.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
36.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
36.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
36.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
36.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
36.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
36.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
36.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
36.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
35.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
35.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
35.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
35.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
35.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
35.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
35.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
35.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
35.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
34.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
34.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
34.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
34.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
34.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
34.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
34.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
34.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
34.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
34.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
33.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
33.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
33.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
33.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
33.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
33.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
33.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
33.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
33.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
33.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
33.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
33.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
33.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
33.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
32.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
32.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
32.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
32.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
32.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
32.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
32.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
32.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
32.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
32.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
31.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
31.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
31.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
31.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
31.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
31.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
31.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
31.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
31.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
31.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
30.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
30.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
30.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
30.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
30.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
30.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
30.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
30.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
30.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
30.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
30.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
30.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
29.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
29.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
29.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
29.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
29.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
29.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
29.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
29.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
29.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
29.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
29.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
29.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
29.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
29.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
28.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
28.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
28.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
28.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
28.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
28.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
28.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
28.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
28.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
28.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
28.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
28.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
28.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
28.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
28.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
28.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
28.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
27.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
27.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
27.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
27.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
27.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
27.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
27.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
27.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
27.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
27.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
27.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
27.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
27.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
27.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
27.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
27.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
27.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
27.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
27.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
26.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
26.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
26.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
26.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
26.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
26.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
26.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
26.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
26.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
26.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
26.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
26.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
26.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
26.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
26.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
26.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
26.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
26.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
26.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
25.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
25.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
25.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
25.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
25.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
25.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
25.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
25.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
25.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
25.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
25.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
25.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
25.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
25.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
25.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
25.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
25.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
25.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
24.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
24.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
24.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
24.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
24.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
24.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
24.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
24.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
24.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
24.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
24.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
24.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
24.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
24.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
24.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
24.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
24.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
24.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
24.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
24.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
24.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
24.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
24.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
23.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
23.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
23.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
23.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
23.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
23.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
23.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
23.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
23.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
23.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
23.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
23.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
22.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
22.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
22.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
22.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
22.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
22.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
22.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
22.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
22.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
22.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
22.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
22.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
21.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
21.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
21.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
21.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
21.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
21.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
21.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
21.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
21.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
21.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
20.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
20.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
20.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
20.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
20.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
20.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
20.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
19.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
19.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
19.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
19.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
19.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
19.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
18.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
16.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
11.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
9.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
8.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
8.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
7.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
7.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
6.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
6.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
2.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TRIQK 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
13.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
35.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
33.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
32.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
28.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
26.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
22.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
21.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
21.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
20.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
20.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
19.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
19.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
18.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
18.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
18.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
17.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
17.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
16.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
16.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
16.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
16.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
15.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
15.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
15.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
14.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
14.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
13.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
12.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TRIQK is potential prognostic, high expression is unfavorable in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.8
Number of samples
207
Samples
Sample
Description
TPM
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
56.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
54.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
46.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
45.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
43.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
42.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
39.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
39.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
39.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
38.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
37.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
37.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
37.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
36.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
35.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
35.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
35.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
34.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
33.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
33.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
33.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
32.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
32.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
32.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
32.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
31.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
30.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
30.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
29.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
29.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
29.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
29.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
29.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
29.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
29.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
29.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
29.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
29.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
29.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
28.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
28.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
28.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
28.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
28.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
27.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
27.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
27.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
27.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
27.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
26.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
26.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
26.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
25.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
25.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
25.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
25.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
25.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
24.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
24.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
24.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
24.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
24.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
24.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
24.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
24.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
24.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
23.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
23.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
23.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
23.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
23.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
23.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
23.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
23.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
23.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
22.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
22.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
22.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
22.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
22.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
21.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
21.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
21.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
21.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
21.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
20.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
20.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
20.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
18.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
15.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
8.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
7.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
6.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
