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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.
VARS1 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
10.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
30.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
24.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
24.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
24.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
24.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
23.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
23.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
23.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
23.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
23.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
23.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
23.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
23.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
22.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
22.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
21.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
21.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
21.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
21.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
20.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
19.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
19.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
19.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
19.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
19.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
18.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
18.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
18.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
18.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
17.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
17.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
17.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
17.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
17.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
17.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
17.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
17.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
17.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
16.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
15.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
15.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
14.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
14.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
14.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
13.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
13.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
13.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
13.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
13.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
13.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
12.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
12.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
8.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
7.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
7.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
2.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
VARS1 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
38.3
Number of samples
486
Samples
Sample
Description
TPM
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
80.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
79.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
79.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
77.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
75.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
74.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
74.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
73.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
73.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
72.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
72.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
71.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
71.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
70.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
68.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
66.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
66.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
65.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
65.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
65.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
64.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
64.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
64.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
63.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
63.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
63.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
62.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
62.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
62.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
62.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
61.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
61.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
61.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
60.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
59.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
59.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
59.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
58.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
58.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
58.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
58.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
58.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
57.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
57.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
57.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
57.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
57.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
56.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
56.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
56.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
56.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
56.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
56.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
56.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
55.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
55.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
55.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
55.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
54.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
54.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
54.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
54.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
53.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
53.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
53.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
53.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
53.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
53.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
53.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
53.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
53.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
52.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
51.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
51.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
51.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
51.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
51.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
51.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
51.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
51.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
51.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
51.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
51.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
51.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
51.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
50.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
50.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
50.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
50.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
50.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
50.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
50.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
50.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
50.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
50.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
49.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
49.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
49.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
49.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
49.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
49.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
49.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
49.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
48.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
48.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
48.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
48.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
48.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
48.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
47.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
47.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
47.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
47.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
47.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
47.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
47.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
46.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
46.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
46.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
46.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
46.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
46.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
46.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
46.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
46.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
46.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
46.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
45.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
45.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
45.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
45.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
45.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
45.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
45.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
45.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
45.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
45.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
45.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
44.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
44.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
44.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
44.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
44.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
44.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
44.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
44.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
44.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
44.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
44.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
44.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
44.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
43.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
43.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
43.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
43.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
43.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
43.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
43.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
42.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
42.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
42.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
42.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
42.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
42.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
42.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
42.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
42.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
42.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
42.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
42.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
41.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
41.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
41.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
41.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
41.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
41.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
41.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
41.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
41.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
41.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
41.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
41.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
41.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
41.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
41.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
40.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
40.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
40.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
40.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
40.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
40.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
40.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
40.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
40.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
40.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
40.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
39.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
39.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
39.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
39.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
39.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
39.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
39.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
39.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
39.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
39.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
39.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
39.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
39.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
38.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
38.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
38.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
38.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
38.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
38.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
38.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
38.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
38.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
38.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
38.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
38.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
38.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
38.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
38.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
38.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
38.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
38.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
37.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
37.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
37.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
37.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
37.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
37.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
37.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
37.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
37.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
37.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
37.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
37.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
37.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
37.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
37.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
37.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
37.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
36.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
36.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
36.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
36.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
36.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
36.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
36.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
36.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
36.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
36.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
36.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
35.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
35.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
35.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
35.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
35.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
35.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
35.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
35.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
35.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
35.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
35.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
35.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
35.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
35.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
35.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
35.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
35.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
35.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
35.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
34.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
34.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
34.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
34.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
34.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
34.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
34.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
34.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
34.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
34.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
34.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
34.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
34.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
34.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
33.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
33.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
33.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
33.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
33.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
33.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
33.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
33.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
33.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
33.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
33.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
33.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
33.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
32.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
32.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
32.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
32.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
32.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
32.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
32.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
32.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
32.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
32.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
32.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
32.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
32.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
32.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
32.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
31.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
31.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
31.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
31.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
31.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
31.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
31.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
31.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
31.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
31.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
31.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
31.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
31.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
31.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
31.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
31.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
31.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
30.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
30.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
30.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
30.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
30.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
30.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
30.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
30.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
30.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
30.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
30.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
30.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
30.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
30.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
29.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
29.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
29.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
29.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
29.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
29.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
29.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
29.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
29.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
29.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
29.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
29.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
29.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
29.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
28.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
28.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
28.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
28.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
28.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
28.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
28.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
28.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
28.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
28.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
28.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
28.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
28.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
28.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
28.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
28.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
27.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
27.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
27.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
27.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
27.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
27.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
27.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
27.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
27.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
27.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
26.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
26.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
26.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
26.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
26.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
26.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
26.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
26.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
26.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
26.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
26.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
26.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
26.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
25.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
25.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
25.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
25.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
25.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
25.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
25.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
25.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
25.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
25.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
24.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
24.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
24.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
24.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
24.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
24.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
24.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
24.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
24.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
23.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
23.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
23.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
23.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
22.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
22.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
22.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
22.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
22.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
22.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
21.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
21.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
21.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
20.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
20.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
VARS1 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
8.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
19.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
19.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
17.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
16.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
16.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
15.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
15.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
14.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
2.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
VARS1 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
34.1
Number of samples
207
Samples
Sample
Description
TPM
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
78.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
65.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
62.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
62.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
62.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
61.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
59.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
56.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
56.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
55.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
55.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
55.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
54.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
53.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
52.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
52.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
50.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
50.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
50.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
50.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
49.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
48.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
48.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
48.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
48.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
47.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
47.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
47.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
47.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
46.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
45.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
45.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
45.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
45.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
44.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
44.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
44.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
44.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
43.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
42.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
42.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
42.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
42.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
42.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
42.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
41.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
41.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
40.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
40.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
40.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
40.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
40.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
40.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
40.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
39.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
39.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
39.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
39.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
39.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
39.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
39.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
38.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
38.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
37.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
37.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
37.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
37.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
37.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
37.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
37.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
37.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
36.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
36.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
36.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
36.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
36.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
36.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
36.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
36.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
36.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
36.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
35.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
35.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
35.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
35.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
35.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
35.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
35.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
35.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
35.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
34.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
34.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
34.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
34.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
34.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
34.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
34.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
33.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
33.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
33.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
33.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
33.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
33.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
33.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
33.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
32.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
32.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
32.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
32.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
32.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
31.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
31.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
31.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
31.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
31.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
31.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
31.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
31.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
30.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
30.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
30.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
30.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
30.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
29.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
29.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
29.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
29.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
29.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
29.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
29.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
29.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
29.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
28.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
28.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
28.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
28.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
28.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
28.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
28.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
28.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
27.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
27.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
27.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
27.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
27.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
27.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
27.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
26.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
26.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
26.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
26.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
26.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
26.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
25.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
25.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
25.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
25.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
25.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
25.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
25.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
25.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
25.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
25.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
25.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
25.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
24.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
24.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
24.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
24.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
24.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
24.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
23.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
23.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
23.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
23.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
22.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
22.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
22.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
22.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
22.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
22.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
21.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
21.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
21.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
21.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
20.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
20.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
19.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.2
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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
