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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.
REV3L is potential prognostic, high expression is unfavorable 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
4.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
60.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
47.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
30.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
24.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
20.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
19.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
5.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
4.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
4.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
4.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
4.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
4.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
3.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
3.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
3.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
3.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
3.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
3.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
3.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
3.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
3.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
3.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
3.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
3.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
2.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
2.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
2.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
2.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
2.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
2.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
2.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
2.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
2.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
2.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
2.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
2.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
1.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
1.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
1.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
1.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
1.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
1.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
1.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
1.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
1.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
1.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
0.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
0.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
0.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
0.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 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.
REV3L is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
28.4
Number of samples
486
Samples
Sample
Description
TPM
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
66.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
64.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
59.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
58.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
55.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
54.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
53.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
52.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
52.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
52.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
51.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
49.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
49.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
48.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
46.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
45.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
45.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
45.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
44.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
44.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
43.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
43.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
43.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
43.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
43.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
42.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
42.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
41.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
41.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
41.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
41.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
41.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
41.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
41.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
41.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
40.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
40.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
40.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
40.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
40.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
40.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
40.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
40.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
40.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
39.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
39.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
39.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
39.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
39.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
39.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
39.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
39.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
39.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
39.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
38.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
38.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
38.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
37.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
37.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
37.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
37.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
37.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
37.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
37.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
37.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
37.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
37.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
37.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
37.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
37.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
36.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
36.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
36.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
36.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
36.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
36.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
36.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
35.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
35.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
35.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
35.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
35.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
35.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
35.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
35.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
35.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
34.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
34.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
34.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
34.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
34.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
34.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
34.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
34.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
34.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
34.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
34.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
33.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
33.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
33.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
33.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
33.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
33.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
33.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
33.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
33.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
33.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
33.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
33.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
33.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
33.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
33.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
33.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
33.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
33.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
32.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
32.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
32.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
32.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
32.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
32.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
32.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
32.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
32.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
32.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
32.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
32.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
32.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
32.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
32.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
31.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
31.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
31.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
31.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
31.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
31.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
31.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
31.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
31.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
31.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
31.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
31.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
30.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
30.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
30.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
30.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
30.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
30.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
30.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
30.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
30.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
30.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
30.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
30.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
30.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
30.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
30.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
30.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
30.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
30.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
30.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
30.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
30.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
30.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
30.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
30.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
29.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
29.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
29.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
29.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
29.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
29.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
29.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
29.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
29.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
29.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
29.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
29.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
29.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
29.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
29.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
29.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
29.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
29.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
29.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
29.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
29.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
29.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
29.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
29.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
28.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
28.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
28.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
28.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
28.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
28.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
28.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
28.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
28.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
28.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
28.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
28.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
28.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
28.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
28.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
28.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
28.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
28.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
28.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
28.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
28.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
28.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
28.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
27.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
27.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
27.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
27.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
27.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
27.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
27.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
27.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
27.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
27.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
27.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
27.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
27.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
27.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
27.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
27.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
27.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
27.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
27.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
27.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
27.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
27.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
27.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
27.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
27.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
27.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
27.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
27.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
27.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
26.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
26.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
26.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
26.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
26.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
26.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
26.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
26.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
26.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
26.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
26.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
26.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
26.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
26.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
26.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
26.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
26.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
26.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
26.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
26.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
26.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
26.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
26.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
26.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
26.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
26.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
25.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
25.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
25.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
25.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
25.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
25.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
25.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
25.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
25.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
25.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
25.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
25.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
25.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
25.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
25.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
25.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
25.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
25.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
25.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
25.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
25.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
25.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
25.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
25.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
25.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
25.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
25.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
25.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
25.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
25.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
24.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
24.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
24.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
24.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
24.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
24.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
24.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
24.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
24.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
24.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
24.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
24.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
24.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
24.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
24.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
24.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
24.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
24.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
24.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
24.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
24.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
24.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
24.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
24.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
24.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
24.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
24.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
23.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
23.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
23.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
23.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
23.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
23.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
23.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
23.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
23.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
23.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
23.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
23.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
23.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
23.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
23.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
23.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
23.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
23.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
23.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
23.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
23.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
23.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
23.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
23.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
22.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
22.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
22.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
22.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
22.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
22.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
22.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
22.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
22.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
22.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
22.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
21.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
21.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
21.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
21.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
21.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
21.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
20.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
20.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
20.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
20.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
20.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
20.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
20.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
20.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
20.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
19.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
19.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
19.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
19.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
19.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
19.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
18.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
REV3L 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
3.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
5.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
4.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
4.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
3.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
3.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
3.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
3.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
3.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
2.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
1.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
1.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
1.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
1.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
1.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
0.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
0.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 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.
REV3L is potential prognostic, high expression is favorable in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
27.4
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
255.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
62.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
56.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
53.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
51.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
50.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
46.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
42.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
41.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
40.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
40.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
40.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
40.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
39.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
39.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
39.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
39.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
38.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
37.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
37.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
37.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
37.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
37.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
37.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
36.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
36.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
36.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
35.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
35.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
35.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
35.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
35.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
34.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
34.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
33.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
33.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
33.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
33.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
32.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
32.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
32.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
32.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
31.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
31.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
31.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
31.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
30.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
30.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
30.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
30.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
30.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
30.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
30.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
30.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
30.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
30.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
29.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
29.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
29.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
29.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
29.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
29.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
28.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
28.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
28.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
28.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
28.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
28.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
28.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
28.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
27.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
27.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
27.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
27.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
27.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
27.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
27.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
27.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
27.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
27.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
27.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
26.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
26.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
26.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
26.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
26.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
26.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
26.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
26.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
26.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
26.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
26.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
26.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
26.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
26.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
26.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
26.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
25.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
25.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
25.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
25.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
25.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
25.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
25.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
25.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
24.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
24.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
24.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
24.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
24.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
24.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
24.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
24.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
24.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
24.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
24.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
23.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
23.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
23.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
23.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
23.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
23.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
23.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
23.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
23.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
23.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
22.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
22.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
21.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
20.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
20.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
19.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
19.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
19.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
19.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
19.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.0
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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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
