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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.
DERPC is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
18.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
41.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
30.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
30.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
29.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
29.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
29.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
29.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
27.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
27.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
27.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
26.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
26.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
26.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
26.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
26.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
26.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
26.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
26.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
26.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
25.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
25.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
25.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
25.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
25.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
25.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
25.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
25.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
25.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
25.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
25.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
25.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
24.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
24.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
24.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
24.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
24.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
24.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
24.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
24.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
24.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
23.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
23.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
23.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
23.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
23.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
23.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
23.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
23.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
23.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
23.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
22.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
22.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
22.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
22.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
22.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
22.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
22.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
22.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
22.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
22.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
22.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
21.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
21.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
21.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
21.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
21.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
21.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
21.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
21.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
21.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
21.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
21.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
20.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
20.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
20.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
20.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
20.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
20.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
20.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
20.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
20.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
20.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
20.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
20.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
19.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
19.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
19.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
19.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
19.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
19.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
19.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
19.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
19.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
19.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
19.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
19.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
19.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
19.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
19.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
19.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
19.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
19.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
19.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
19.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
19.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
19.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
18.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
18.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
18.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
18.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
18.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
18.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
18.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
18.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
18.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
18.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
18.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
18.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
18.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
18.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
18.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
18.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
17.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
17.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
17.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
17.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
17.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
17.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
17.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
17.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
17.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
17.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
17.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
17.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
17.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
17.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
17.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
17.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
17.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
17.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
17.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
17.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
17.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
17.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
17.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
17.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
17.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
16.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
16.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
16.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
16.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
16.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
16.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
16.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
16.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
16.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
16.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
16.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
16.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
16.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
16.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
16.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
16.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
16.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
16.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
15.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
15.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
15.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
15.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
15.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
15.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
15.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
15.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
15.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
15.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
15.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
15.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
15.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
15.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
15.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
14.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
14.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
14.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
14.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
14.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
14.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
13.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
13.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
13.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
13.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
13.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
13.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
13.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
12.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
12.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
12.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
12.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 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.
DERPC 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
14.7
Number of samples
486
Samples
Sample
Description
TPM
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
29.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
27.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
27.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
27.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
27.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
27.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
27.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
26.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
26.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
25.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
25.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
25.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
25.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
25.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
25.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
25.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
25.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
25.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
24.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
24.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
24.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
23.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
23.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
23.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
23.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
23.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
23.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
22.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
22.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
22.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
22.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
22.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
21.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
21.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
21.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
21.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
21.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
21.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
20.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
20.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
20.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
20.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
19.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
19.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
18.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
18.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
17.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
14.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
14.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
13.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
12.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
11.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
10.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
10.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
10.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
9.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
9.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
9.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
9.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
8.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
8.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
8.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
8.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
8.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
8.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
8.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
8.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
8.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
8.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
8.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
7.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
7.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
7.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
7.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
7.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
7.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
6.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
6.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
6.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
6.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
5.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
5.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
5.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
5.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
5.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
4.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
4.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.2
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.
DERPC 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
17.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
29.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
28.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
27.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
27.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
27.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
27.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
26.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
25.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
25.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
25.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
24.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
24.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
23.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
23.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
23.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
23.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
23.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
22.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
22.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
22.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
22.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
22.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
21.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
21.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
21.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
20.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
20.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
20.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
20.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
20.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
20.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
20.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
20.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
19.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
19.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
19.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
18.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
18.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
18.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
18.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
18.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
17.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
17.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
17.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
17.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
17.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
17.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
17.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
16.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
16.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
16.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
16.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
16.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
15.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
15.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
15.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
14.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
14.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
14.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
14.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
13.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.8
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.
DERPC 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
13.1
Number of samples
207
Samples
Sample
Description
TPM
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
25.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
25.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
24.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
23.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
23.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
23.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
23.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
22.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
19.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
19.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
18.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
15.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
12.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
8.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
8.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
8.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
7.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
7.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
7.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
7.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
7.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
7.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
6.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
6.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
6.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
6.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
6.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
4.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
4.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
3.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
3.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
