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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.
PEDS1-UBE2V1 is potential prognostic, high expression is favorable in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
1.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
5.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
4.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
4.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
4.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
4.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
3.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
3.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
3.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
3.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
3.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
3.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
3.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
3.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
3.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
3.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
3.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
2.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
2.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
2.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
2.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
2.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
2.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
2.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
2.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
2.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
2.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
2.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
2.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
2.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
2.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
2.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
2.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
2.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
2.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
1.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
1.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
1.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
1.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
1.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
1.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
1.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
1.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
1.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
1.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
1.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
1.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
1.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
1.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
1.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
1.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
1.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
1.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
1.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
1.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
1.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
1.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
1.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
1.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
1.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
1.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
1.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
1.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
1.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
1.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
1.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
1.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
1.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
1.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
1.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
1.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
1.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
1.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
1.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
1.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
1.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
1.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
1.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
0.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
0.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
0.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
0.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
0.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
0.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
0.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
0.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
0.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
0.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
0.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
0.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
0.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
0.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
0.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
0.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
0.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
0.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
0.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
0.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
0.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
0.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
0.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
0.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
0.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
0.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
0.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
0.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
0.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
0.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
0.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
0.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
0.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
0.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
0.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
0.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
0.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
0.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
0.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
0.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
0.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
0.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
0.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
0.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
0.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
0.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
0.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
0.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
0.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
0.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
0.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
0.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
0.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
0.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
0.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
0.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
0.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
0.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
0.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
0.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
0.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
0.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
0.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
0.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
0.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
0.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
0.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
0.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
0.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
0.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
0.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
0.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
0.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
0.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
0.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
0.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
0.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 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.
PEDS1-UBE2V1 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
11.9
Number of samples
486
Samples
Sample
Description
TPM
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
37.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
36.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
35.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
33.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
31.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
29.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
28.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
28.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
26.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
26.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
25.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
25.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
24.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
24.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
23.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
23.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
22.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
22.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
22.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
20.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
20.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
19.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
17.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
17.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
13.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
13.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
11.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
11.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
11.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
11.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
11.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
10.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
10.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
10.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
10.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
10.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
10.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
10.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
10.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
9.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
9.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
9.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
9.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
9.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
9.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
9.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
9.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
9.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
9.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
9.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
9.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
9.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
9.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
9.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
9.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
9.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
9.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
9.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
9.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
8.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
8.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
8.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
8.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
8.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
8.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
8.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
8.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
8.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
8.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
8.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
8.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
8.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
8.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
8.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
8.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
8.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
8.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
8.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
8.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
8.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
7.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
7.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
7.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
7.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
7.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
7.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
7.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
7.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
7.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
7.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
7.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
7.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
7.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
7.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
7.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
7.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
7.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
7.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
7.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
7.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
7.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
7.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
7.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
7.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
6.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
6.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
6.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
6.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
6.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
6.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
6.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
6.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
6.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
6.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
6.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
6.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
6.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
6.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
6.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
6.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
6.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
6.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
6.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
6.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
6.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
6.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
6.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
6.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
6.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
6.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
5.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
5.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
5.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
5.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
5.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
5.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
5.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
5.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
5.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
5.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
5.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
5.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
5.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
5.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
5.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
5.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
5.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
4.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
4.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
4.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
4.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
4.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
4.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
4.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
3.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
3.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
3.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
3.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
3.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
3.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
3.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
3.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
2.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
2.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PEDS1-UBE2V1 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
1.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
4.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
3.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
3.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
3.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
3.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
3.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
2.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
2.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
2.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
2.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
2.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
2.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
2.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
1.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
1.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
1.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
1.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
1.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
1.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
1.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
1.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
1.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
1.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
1.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
1.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
1.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
1.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
1.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
1.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
1.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
0.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
0.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
0.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
0.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
0.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
0.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
0.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
0.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
0.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
0.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
0.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
0.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
0.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
0.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
0.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
0.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
0.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
0.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
0.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
0.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
0.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
0.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
0.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
0.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
0.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
0.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
0.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 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.
PEDS1-UBE2V1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.3
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
33.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
26.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
24.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
22.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
20.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
19.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
18.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
17.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
9.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
9.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
9.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
9.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
9.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
9.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
8.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
8.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
8.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
8.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
8.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
8.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
8.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
8.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
7.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
7.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
7.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
7.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
7.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
6.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
6.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
6.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
6.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
6.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
6.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
6.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
6.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
6.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
6.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
6.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
6.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
5.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
5.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
5.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
5.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
5.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
5.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
5.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
5.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
5.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
5.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
5.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
4.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
4.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
4.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
4.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
4.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
4.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
4.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
4.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
3.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
3.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.0
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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.
The Human Protein Atlas project is funded
