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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.
CRCP 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
23.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
65.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
50.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
47.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
45.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
43.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
42.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
41.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
39.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
38.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
38.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
38.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
38.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
38.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
38.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
38.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
37.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
37.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
36.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
36.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
36.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
35.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
34.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
34.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
34.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
34.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
34.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
33.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
33.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
33.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
32.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
32.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
32.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
31.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
31.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
31.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
31.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
31.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
31.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
30.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
30.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
30.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
30.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
29.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
29.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
29.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
29.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
29.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
29.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
29.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
29.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
29.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
29.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
29.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
29.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
29.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
29.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
28.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
28.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
28.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
28.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
28.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
28.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
28.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
28.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
28.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
27.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
27.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
27.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
27.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
27.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
27.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
27.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
27.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
27.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
26.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
26.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
26.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
26.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
26.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
26.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
26.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
26.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
26.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
26.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
26.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
25.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
25.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
25.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
25.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
25.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
25.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
25.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
25.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
25.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
24.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
24.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
24.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
24.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
24.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
24.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
24.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
24.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
24.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
23.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
23.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
23.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
23.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
23.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
23.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
23.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
23.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
23.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
23.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
23.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
23.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
23.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
22.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
22.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
22.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
22.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
22.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
22.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
22.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
22.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
22.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
22.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
22.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
22.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
22.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
22.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
22.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
22.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
22.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
22.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
22.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
22.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
21.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
21.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
21.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
21.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
21.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
21.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
21.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
21.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
21.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
20.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
20.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
20.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
20.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
20.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
20.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
20.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
20.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
19.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
19.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
19.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
19.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
19.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
19.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
19.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
19.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
19.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
19.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
19.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
19.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
19.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
19.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
19.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
18.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
18.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
18.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
18.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
18.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
18.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
18.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
18.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
18.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
18.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
18.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
18.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
18.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
18.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
18.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
18.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
18.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
18.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
18.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
18.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
18.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
17.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
17.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
17.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
17.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
17.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
17.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
17.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
17.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
16.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
16.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
16.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
16.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
16.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
16.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
16.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
16.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
15.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
15.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
15.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
15.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
15.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
15.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
15.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
15.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
15.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
15.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
14.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
14.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
14.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
13.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
13.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
13.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
13.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
12.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
11.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.7
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.
CRCP 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
28.6
Number of samples
486
Samples
Sample
Description
TPM
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
58.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
57.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
57.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
57.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
56.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
55.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
52.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
52.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
52.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
52.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
51.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
50.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
50.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
50.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
49.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
49.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
48.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
48.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
47.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
47.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
47.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
46.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
46.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
46.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
46.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
45.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
45.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
45.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
44.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
44.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
44.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
44.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
44.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
44.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
44.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
44.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
43.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
43.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
43.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
43.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
42.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
42.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
42.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
41.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
41.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
41.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
41.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
41.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
41.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
41.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
41.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
40.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
40.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
40.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
40.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
40.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
40.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
40.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
39.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
39.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
39.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
39.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
39.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
39.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
39.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
39.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
39.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
38.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
38.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
38.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
38.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
38.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
38.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
38.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
38.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
38.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
38.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
37.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
37.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
37.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
37.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
37.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
37.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
37.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
36.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
36.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
36.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
36.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
36.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
36.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
36.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
36.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
36.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
36.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
36.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
35.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
35.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
35.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
35.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
35.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
35.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
35.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
35.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
35.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
35.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
35.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
35.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
35.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
34.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
34.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
34.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
34.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
34.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
34.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
34.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
34.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
34.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
34.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
34.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
34.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
34.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
34.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
33.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
33.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
33.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
33.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
33.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
33.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
33.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
33.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
33.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
33.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
33.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
33.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
33.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
32.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
32.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
32.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
32.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
32.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
32.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
32.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
32.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
32.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
32.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
32.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
32.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
32.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
32.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
32.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
32.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
32.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
31.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
31.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
31.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
31.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
31.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
31.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
31.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
31.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
31.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
31.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
31.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
31.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
31.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
31.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
31.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
31.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
31.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
31.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
31.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
31.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
31.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
31.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
30.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
30.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
30.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
30.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
30.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
30.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
30.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
30.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
30.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
30.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
30.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
30.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
30.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
30.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
29.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
29.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
29.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
29.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
29.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
29.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
29.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
29.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
29.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
29.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
29.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
29.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
29.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
29.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
29.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
29.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
29.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
29.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
29.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
29.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
29.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
29.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
29.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
29.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
29.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
28.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
28.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
28.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
28.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
28.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
28.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
28.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
28.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
28.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
28.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
28.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
28.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
28.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
28.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
28.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
28.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
28.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
28.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
28.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
27.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
27.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
27.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
27.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
27.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
27.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
27.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
27.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
27.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
27.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
27.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
27.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
27.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
27.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
27.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
27.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
27.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
27.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
27.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
27.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
27.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
27.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
26.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
26.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
26.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
26.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
26.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
26.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
26.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
26.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
26.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
26.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
26.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
26.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
26.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
26.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
26.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
26.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
25.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
25.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
25.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
25.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
25.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
25.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
25.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
25.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
25.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
25.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
25.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
25.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
25.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
25.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
25.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
25.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
25.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
24.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
24.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
24.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
24.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
24.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
24.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
24.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
24.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
24.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
24.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
24.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
24.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
24.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
24.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
24.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
24.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
24.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
24.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
23.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
23.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
23.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
23.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
23.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
23.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
23.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
23.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
23.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
23.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
23.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
23.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
23.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
23.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
22.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
22.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
22.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
22.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
22.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
22.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
22.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
22.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
22.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
22.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
22.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
21.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
21.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
21.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
21.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
21.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
20.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
20.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
20.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
20.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
20.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
20.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
20.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
20.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
20.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
20.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
20.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
20.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
19.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
19.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
19.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
19.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
19.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
19.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
18.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CRCP 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
24.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
48.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
41.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
40.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
36.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
36.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
35.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
35.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
34.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
32.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
31.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
31.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
31.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
30.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
30.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
30.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
29.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
29.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
29.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
28.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
28.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
28.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
28.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
28.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
28.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
27.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
27.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
27.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
27.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
26.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
26.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
26.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
26.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
26.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
26.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
25.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
25.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
25.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
25.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
25.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
25.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
25.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
24.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
24.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
24.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
23.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
23.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
23.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
23.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
23.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
23.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
22.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
22.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
22.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
22.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
21.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
21.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
21.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
21.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
20.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
20.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
20.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
20.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
20.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
19.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
19.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
19.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
18.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
18.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
18.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
18.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
18.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
17.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
17.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
16.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
15.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
15.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
14.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
13.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
10.3
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.
CRCP 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
29.2
Number of samples
207
Samples
Sample
Description
TPM
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
52.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
51.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
51.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
50.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
47.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
47.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
46.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
46.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
44.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
43.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
43.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
42.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
42.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
42.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
41.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
41.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
41.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
40.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
40.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
40.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
40.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
40.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
40.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
39.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
38.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
37.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
37.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
37.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
37.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
37.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
36.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
36.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
36.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
36.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
36.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
36.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
36.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
36.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
35.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
35.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
35.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
35.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
35.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
35.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
34.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
34.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
34.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
33.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
33.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
32.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
32.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
32.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
32.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
32.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
32.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
32.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
32.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
32.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
32.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
32.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
32.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
32.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
31.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
31.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
31.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
31.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
31.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
31.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
30.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
30.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
30.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
30.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
30.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
30.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
30.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
30.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
30.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
30.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
29.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
29.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
29.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
29.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
29.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
29.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
29.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
29.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
29.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
29.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
29.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
29.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
28.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
28.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
28.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
28.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
28.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
28.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
28.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
28.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
28.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
28.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
28.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
28.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
27.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
27.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
27.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
27.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
27.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
27.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
27.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
27.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
27.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
27.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
27.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
27.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
27.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
27.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
26.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
26.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
26.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
26.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
26.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
26.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
26.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
26.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
26.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
26.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
26.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
26.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
26.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
26.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
26.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
26.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
26.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
25.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
25.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
25.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
25.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
25.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
25.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
25.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
25.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
25.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
25.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
25.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
25.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
25.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
25.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
25.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
25.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
24.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
24.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
24.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
24.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
24.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
24.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
24.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
24.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
24.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
23.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
23.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
23.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
23.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
23.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
23.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
23.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
22.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
22.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
22.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
22.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
22.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
22.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
22.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
21.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
21.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
21.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
21.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
21.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
20.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
18.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
13.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
