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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.
ERV3-1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
5.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
68.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
58.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
41.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
37.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
24.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
24.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
15.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
15.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
13.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
7.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
5.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
5.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
5.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
4.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
3.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
3.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
3.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
3.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
3.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
3.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
3.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
3.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
3.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
3.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
3.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
3.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
3.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
3.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
3.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
2.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
2.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
2.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
2.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
2.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
2.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
2.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
2.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
2.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
2.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
2.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
2.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
2.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
2.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
2.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
2.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
2.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
1.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
1.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
1.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
1.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
1.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
1.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
1.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
1.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
1.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
1.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
1.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
1.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
1.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
1.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
1.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
1.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
1.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
1.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
1.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
1.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
1.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
1.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
1.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
1.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
1.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
1.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
1.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
1.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
1.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
1.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
1.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
1.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
1.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
1.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
1.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
1.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
1.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
0.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
0.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
0.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
0.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
0.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
0.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
0.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
0.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
0.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
0.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
0.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
0.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
0.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
0.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 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.
ERV3-1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.5
Number of samples
486
Samples
Sample
Description
TPM
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
187.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
148.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
90.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
83.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
79.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
67.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
61.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
57.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
56.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
48.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
47.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
45.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
43.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
40.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
39.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
38.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
36.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
35.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
33.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
33.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
31.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
30.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
30.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
30.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
29.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
29.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
29.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
28.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
28.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
27.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
26.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
26.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
25.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
25.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
25.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
24.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
24.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
24.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
24.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
24.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
24.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
24.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
23.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
23.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
23.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
23.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
23.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
22.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
22.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
22.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
22.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
22.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
22.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
21.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
21.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
20.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
19.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
15.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
11.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
11.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
11.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
11.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
10.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
10.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
10.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
10.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
9.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
9.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
9.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
9.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
9.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
9.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
9.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
9.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
9.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
9.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
9.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
9.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
9.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
9.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
9.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
9.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
8.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
8.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
8.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
8.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
8.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
8.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
8.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
8.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
8.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
8.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
8.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
8.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
8.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
8.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
8.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
8.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
8.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
8.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
8.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
8.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
8.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
8.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
8.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
8.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
8.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
8.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
8.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
8.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
8.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
8.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
7.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
7.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
7.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
7.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
7.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
7.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
7.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
7.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
7.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
7.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
7.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
7.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
7.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
7.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
7.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
7.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
7.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
7.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
7.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
7.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
7.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
7.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
7.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
7.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
7.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
7.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
7.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
7.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
7.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
7.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
7.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
7.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
7.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
7.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
6.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
6.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
6.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
6.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
6.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
6.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
6.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
6.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
6.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
6.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
6.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
6.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
6.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
6.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
6.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
6.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
6.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
6.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
6.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
6.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
6.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
6.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
6.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
6.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
6.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
6.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
6.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
6.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
6.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
6.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
6.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
6.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
5.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
5.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
5.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
5.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
5.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
5.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
5.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
5.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
5.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
5.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
5.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
5.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
5.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
5.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
5.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
5.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
5.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
5.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
4.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
4.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
4.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
4.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
4.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
4.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
4.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
4.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
4.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
4.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
4.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
4.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
4.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
4.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
3.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
3.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
3.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
3.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
3.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
3.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
3.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
2.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
2.8
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.
ERV3-1 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
4.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
34.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
30.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
15.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
12.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
3.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
3.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
3.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
2.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
2.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
2.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
2.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
2.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
1.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
1.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
1.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
1.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
1.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
1.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
1.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
1.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
1.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
1.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
1.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
1.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
1.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
1.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
1.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
1.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
0.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
0.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ERV3-1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.4
Number of samples
207
Samples
Sample
Description
TPM
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
92.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
79.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
68.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
59.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
51.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
43.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
42.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
38.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
36.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
31.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
30.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
29.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
28.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
27.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
25.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
25.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
25.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
23.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
23.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
23.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
23.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
22.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
22.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
21.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
21.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
21.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
21.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
20.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
13.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
10.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
9.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
9.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
9.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
9.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
9.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
8.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
8.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
8.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
8.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
8.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
8.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
8.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
7.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
7.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
7.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
7.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
7.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
7.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
7.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
7.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
7.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
6.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
6.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
6.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
6.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
6.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
6.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
6.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
6.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
6.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
6.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
6.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
5.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
5.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
5.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
5.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
5.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
5.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
5.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
4.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
4.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
4.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
4.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
4.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
4.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
4.0
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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
