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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.
WDPCP 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
2.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
34.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
24.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
12.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
3.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
3.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
3.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
3.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
3.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
3.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
3.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
3.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
3.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
3.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
3.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
3.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
3.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
3.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
3.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
3.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
3.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
3.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
3.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
2.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
2.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
2.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
2.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
2.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
2.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
2.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
2.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
2.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
2.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
2.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
2.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
2.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
2.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
2.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
2.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
2.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
2.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
2.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
2.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
2.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
2.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
2.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
2.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
2.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
2.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
2.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
2.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
2.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
2.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
2.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
2.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
2.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
2.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
2.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
2.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
2.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
2.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
2.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
2.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
2.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
2.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
2.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
2.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
2.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
2.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
2.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
2.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
2.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
2.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
2.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
2.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
2.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
2.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
2.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
2.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
2.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
2.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
2.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
2.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
2.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
2.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
2.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
2.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
2.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
1.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
1.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
1.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
1.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
1.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
1.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
1.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
1.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
1.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
1.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
1.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
1.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
1.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
1.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
1.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
1.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
1.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
1.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
1.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
1.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
1.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
1.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
1.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
1.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
1.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
1.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
1.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
1.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
1.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
1.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
1.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
1.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
1.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
1.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
1.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
1.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
1.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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.
WDPCP 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
17.9
Number of samples
486
Samples
Sample
Description
TPM
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
57.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
54.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
47.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
46.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
44.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
43.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
41.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
41.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
39.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
36.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
36.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
35.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
35.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
35.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
34.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
34.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
34.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
33.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
33.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
32.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
32.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
32.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
31.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
31.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
31.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
31.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
31.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
30.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
30.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
30.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
30.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
29.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
29.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
29.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
29.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
29.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
29.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
29.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
28.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
28.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
28.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
28.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
27.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
27.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
27.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
27.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
27.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
27.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
27.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
27.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
27.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
27.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
26.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
26.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
26.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
26.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
26.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
26.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
26.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
26.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
26.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
26.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
25.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
25.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
25.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
24.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
24.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
24.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
24.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
24.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
24.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
23.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
23.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
23.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
23.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
23.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
23.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
23.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
23.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
23.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
23.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
22.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
22.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
22.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
22.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
22.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
22.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
22.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
22.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
21.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
21.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
21.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
21.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
21.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
21.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
20.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
20.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
20.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
20.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
19.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
19.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
18.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
18.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
18.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
17.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
17.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
17.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
17.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
16.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
16.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
14.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
12.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
12.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
12.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
12.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
11.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
10.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
10.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
10.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
9.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
9.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
9.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
9.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
9.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
9.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
9.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
9.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
9.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
8.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
8.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
8.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
8.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
7.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
7.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
7.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
7.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
7.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
7.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
6.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
6.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
5.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 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.
WDPCP 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
2.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
4.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
4.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
3.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
3.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
3.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
3.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
3.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
3.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
3.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
3.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
3.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
2.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
2.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
2.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
2.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
2.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
2.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
2.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
2.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
2.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
2.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
2.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
2.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
2.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
2.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
2.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
2.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
2.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
2.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
2.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
2.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
2.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
2.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
2.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
2.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
1.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
1.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
1.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
1.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
1.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
1.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
1.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
1.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
1.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
1.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
1.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
1.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
1.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
1.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.0
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.
WDPCP is potential prognostic, high expression is favorable 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
18.9
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
330.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
43.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
43.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
40.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
34.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
32.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
31.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
30.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
28.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
28.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
27.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
27.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
27.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
27.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
26.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
26.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
25.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
25.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
25.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
25.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
24.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
24.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
24.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
24.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
24.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
23.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
23.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
22.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
21.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
21.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
21.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
21.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
21.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
21.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
20.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
19.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
16.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
13.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
10.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
10.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
9.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
9.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
9.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
9.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
8.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
8.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
8.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
7.9
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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
