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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.
GPCPD1 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
14.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
108.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
73.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
67.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
57.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
53.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
51.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
51.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
50.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
48.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
47.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
43.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
42.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
41.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
40.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
38.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
35.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
34.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
33.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
32.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
32.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
31.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
30.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
29.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
27.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
27.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
27.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
27.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
26.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
26.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
25.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
24.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
23.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
23.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
23.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
23.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
23.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
22.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
22.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
21.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
21.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
21.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
21.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
21.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
20.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
20.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
19.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
19.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
19.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
19.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
19.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
19.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
19.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
19.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
18.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
18.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
18.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
18.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
18.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
18.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
18.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
18.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
18.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
17.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
17.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
17.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
17.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
17.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
17.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
17.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
16.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
16.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
16.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
15.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
15.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
15.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
15.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
15.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
15.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
15.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
14.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
14.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
14.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
13.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
13.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
13.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
13.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
13.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
12.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
12.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
12.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
12.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
12.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
11.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
11.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
11.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
8.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
7.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
6.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
5.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
4.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 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.
GPCPD1 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
18.6
Number of samples
486
Samples
Sample
Description
TPM
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
103.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
99.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
67.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
59.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
58.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
56.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
55.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
54.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
52.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
50.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
50.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
49.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
49.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
46.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
46.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
46.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
44.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
43.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
43.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
43.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
42.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
40.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
40.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
40.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
40.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
39.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
39.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
39.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
38.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
37.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
37.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
37.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
36.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
36.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
36.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
35.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
35.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
35.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
34.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
34.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
34.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
34.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
34.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
34.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
34.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
34.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
33.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
33.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
32.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
32.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
32.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
31.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
31.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
31.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
31.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
31.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
31.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
31.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
31.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
30.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
30.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
30.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
30.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
29.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
29.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
29.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
29.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
29.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
28.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
27.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
27.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
27.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
27.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
27.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
27.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
27.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
27.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
26.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
26.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
26.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
26.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
26.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
25.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
25.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
25.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
25.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
25.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
25.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
25.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
25.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
25.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
24.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
24.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
23.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
23.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
23.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
23.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
23.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
23.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
23.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
23.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
23.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
22.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
22.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
22.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
22.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
21.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
21.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
21.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
21.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
20.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
20.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
20.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
20.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
20.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
19.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
19.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
18.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
18.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
17.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
15.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
12.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
11.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
11.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
10.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
10.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
10.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
10.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
10.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
10.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
10.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
9.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
9.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
9.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
9.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
9.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
9.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
9.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
9.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
9.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
9.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
8.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
8.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
8.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
8.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
8.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
8.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
8.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
8.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
8.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
8.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
8.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
7.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
7.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
7.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
7.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
6.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
6.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
6.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
6.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
6.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
6.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
6.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
5.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
5.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
4.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
GPCPD1 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
16.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
83.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
63.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
52.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
42.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
41.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
40.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
37.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
35.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
34.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
34.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
33.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
32.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
31.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
30.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
28.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
28.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
28.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
26.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
26.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
25.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
23.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
23.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
23.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
20.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
19.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
19.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
18.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
18.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
18.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
18.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
18.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
17.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
17.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
7.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
3.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GPCPD1 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
19.5
Number of samples
207
Samples
Sample
Description
TPM
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
93.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
66.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
63.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
61.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
54.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
52.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
52.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
52.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
50.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
47.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
45.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
44.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
44.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
42.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
40.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
40.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
35.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
35.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
34.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
34.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
33.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
33.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
33.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
32.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
31.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
31.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
31.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
30.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
29.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
29.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
29.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
29.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
28.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
28.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
27.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
27.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
27.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
27.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
27.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
26.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
26.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
25.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
24.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
24.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
23.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
23.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
23.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
22.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
22.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
22.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
22.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
21.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
21.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
20.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
17.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
12.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
10.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
10.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
9.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
8.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
8.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
8.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
8.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
8.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
8.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
8.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
7.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
6.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
6.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
6.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
5.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
5.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
2.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
1.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
1.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
1.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
1.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.9
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.9
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.9
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.8
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.7
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.7
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.7
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.7
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.6
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.6
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.6
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.5
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.5
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.5
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.4
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.4
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.3
b2400046-1d25-429d-a821-6040a6
Tumor
-0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.5
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.5
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.6
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.6
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.6
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.6
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.6
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.6
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.7
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.7
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.7
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.7
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.8
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.8
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.8
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.8
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.9
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.9
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.9
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.9
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-1.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-1.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-1.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-1.3
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.