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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.
YRDC is potential prognostic, high expression is favorable 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
17.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
37.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
36.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
34.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
33.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
32.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
30.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
29.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
28.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
28.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
28.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
27.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
27.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
27.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
27.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
27.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
27.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
26.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
26.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
25.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
25.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
25.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
25.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
25.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
25.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
25.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
24.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
24.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
24.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
24.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
23.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
23.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
23.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
23.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
23.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
23.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
23.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
22.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
22.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
22.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
22.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
22.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
22.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
22.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
22.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
22.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
21.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
21.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
21.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
21.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
21.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
21.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
21.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
21.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
21.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
21.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
21.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
21.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
20.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
20.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
20.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
20.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
20.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
20.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
20.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
20.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
20.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
19.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
19.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
19.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
19.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
19.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
19.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
19.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
19.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
19.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
18.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
18.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
18.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
18.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
18.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
18.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
18.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
18.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
18.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
18.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
18.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
18.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
18.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
18.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
18.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
18.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
18.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
18.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
18.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
18.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
18.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
18.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
18.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
18.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
18.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
17.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
17.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
17.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
17.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
17.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
17.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
17.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
17.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
17.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
17.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
17.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
17.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
17.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
17.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
17.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
17.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
17.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
17.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
17.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
17.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
17.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
17.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
17.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
17.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
17.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
16.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
16.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
16.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
16.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
16.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
16.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
16.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
16.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
16.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
16.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
16.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
16.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
15.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
15.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
15.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
15.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
15.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
15.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
15.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
15.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
15.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
15.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
15.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
15.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
15.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
15.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
14.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
14.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
14.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
14.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
14.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
14.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
14.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
14.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
14.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
14.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
14.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
13.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
13.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
13.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
13.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
13.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
13.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
13.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
13.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
13.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
13.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
13.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
13.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
13.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
12.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
12.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
12.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
11.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
11.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 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.
YRDC is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.0
Number of samples
486
Samples
Sample
Description
TPM
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
46.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
41.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
31.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
28.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
23.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
23.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
20.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
19.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
18.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
18.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
18.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
17.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
16.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
15.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
14.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
13.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
13.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
11.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
11.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
10.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
10.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
10.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
10.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
10.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
10.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
10.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
10.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
10.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
10.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
10.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
10.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
9.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
9.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
9.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
9.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
9.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
9.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
9.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
9.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
9.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
9.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
9.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
9.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
9.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
8.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
8.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
8.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
8.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
8.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
8.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
8.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
8.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
8.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
8.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
8.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
8.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
8.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
8.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
8.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
8.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
8.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
8.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
8.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
8.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
8.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
8.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
8.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
8.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
8.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
8.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
8.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
7.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
7.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
7.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
7.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
7.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
7.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
7.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
7.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
7.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
7.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
7.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
7.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
7.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
7.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
7.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
7.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
7.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
7.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
7.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
7.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
7.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
7.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
7.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
7.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
7.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
7.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
7.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
7.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
6.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
6.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
6.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
6.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
6.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
6.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
6.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
6.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
6.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
5.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
4.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
YRDC is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
34.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
34.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
31.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
30.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
30.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
26.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
25.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
25.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
24.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
24.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
24.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
24.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
24.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
24.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
23.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
23.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
23.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
23.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
23.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
22.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
21.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
21.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
20.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
20.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
20.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
18.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
18.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
18.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
18.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
18.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
18.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
18.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
17.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
17.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
17.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
17.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
17.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
17.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
17.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
16.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
16.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
16.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
16.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
15.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
15.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
15.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
14.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
14.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
13.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
13.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.6
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.
YRDC 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
10.3
Number of samples
207
Samples
Sample
Description
TPM
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
28.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
27.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
13.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
13.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
10.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
10.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
9.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
9.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
9.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
9.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
9.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
8.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
8.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
8.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
8.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
8.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
8.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
8.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
8.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
8.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
7.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
7.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
7.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
7.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
7.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
7.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
7.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
7.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
7.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
7.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
7.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
7.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
7.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
7.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
7.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
7.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
7.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
7.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
6.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
6.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
6.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
6.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
6.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
6.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
6.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
6.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
6.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
6.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
6.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
6.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
6.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
5.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
4.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
4.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
1.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
1.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
1.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
1.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.9
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.8
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.8
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.7
963fc8db-f412-4427-a198-23f660_D2
Normal
0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.7
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.6
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.5
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.5
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.5
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
b2400046-1d25-429d-a821-6040a6
Tumor
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.5
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.5
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.5
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.5
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.6
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.6
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.6
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.7
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.7
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.8
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
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
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_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
6e20c8e9-ab75-4996-9296-445b00_D2
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
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
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
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
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
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
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
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
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
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
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
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
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
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_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
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
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
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
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
37219a7c-6fe2-4684-a494-d0be08_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
