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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.
CRNKL1 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
12.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
39.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
30.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
29.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
29.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
29.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
27.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
25.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
25.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
25.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
24.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
24.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
24.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
23.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
23.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
23.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
23.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
22.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
22.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
22.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
21.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
21.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
21.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
21.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
20.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
20.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
20.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
20.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
20.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
19.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
19.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
18.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
18.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
18.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
18.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
18.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
18.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
17.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
17.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
17.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
17.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
17.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
17.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
17.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
16.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
16.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
16.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
16.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
15.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
14.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
14.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
14.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
14.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
14.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
13.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
12.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
12.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
12.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
12.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
12.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
11.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
10.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 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.
CRNKL1 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
16.6
Number of samples
486
Samples
Sample
Description
TPM
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
41.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
40.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
39.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
39.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
34.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
34.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
33.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
33.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
32.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
32.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
31.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
31.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
31.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
30.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
30.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
30.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
30.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
29.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
29.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
29.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
29.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
28.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
28.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
28.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
27.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
27.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
27.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
27.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
27.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
27.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
27.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
26.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
26.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
26.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
25.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
25.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
25.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
25.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
25.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
25.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
25.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
25.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
24.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
24.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
24.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
24.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
24.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
24.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
24.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
24.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
24.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
24.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
23.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
23.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
23.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
23.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
23.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
23.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
22.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
22.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
22.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
22.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
22.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
22.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
21.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
21.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
21.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
21.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
21.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
21.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
20.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
20.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
20.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
20.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
20.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
20.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
19.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
19.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
19.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
18.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
17.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
17.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
15.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
12.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
11.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
10.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
10.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
10.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
9.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
9.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
9.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
9.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
9.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
8.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
8.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
8.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
8.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
7.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
7.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
7.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
7.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
7.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
7.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
7.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
7.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
7.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
6.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
6.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
5.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
4.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CRNKL1 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
14.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
67.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
35.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
31.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
28.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
27.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
26.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
24.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
23.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
20.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
20.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
20.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
20.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
19.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
19.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
18.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
18.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
18.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
17.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
17.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
17.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
17.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
17.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
17.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
17.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
16.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
16.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
16.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
15.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
15.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
14.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
14.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
14.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
14.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
13.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
13.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
12.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
12.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
12.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.2
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.
CRNKL1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.9
Number of samples
207
Samples
Sample
Description
TPM
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
53.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
33.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
32.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
32.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
32.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
32.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
31.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
29.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
28.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
28.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
27.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
27.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
27.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
27.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
26.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
26.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
26.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
24.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
24.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
24.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
23.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
23.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
22.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
22.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
22.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
21.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
21.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
21.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
18.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
13.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
9.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
9.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
8.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
8.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
7.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
7.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
1.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.9
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.8
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.7
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.7
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.6
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.6
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.6
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.6
b2400046-1d25-429d-a821-6040a6
Tumor
0.6
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.5
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.5
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.5
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.5
43192517-085e-450e-9481-0a6713_D3
Tumor
0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.4
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.6
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.6
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.7
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.9
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-1.0
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
