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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.
MOV10 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
15.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
46.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
35.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
34.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
34.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
33.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
33.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
32.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
31.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
30.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
30.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
30.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
29.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
28.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
28.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
28.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
26.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
26.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
26.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
25.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
25.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
24.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
24.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
24.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
23.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
23.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
23.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
23.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
23.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
22.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
22.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
21.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
21.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
21.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
21.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
21.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
21.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
21.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
21.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
21.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
21.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
21.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
21.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
21.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
20.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
20.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
20.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
20.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
20.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
20.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
20.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
20.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
20.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
20.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
19.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
19.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
19.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
19.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
19.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
19.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
19.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
19.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
19.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
19.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
19.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
19.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
19.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
19.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
18.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
18.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
18.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
18.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
18.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
18.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
18.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
18.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
18.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
17.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
17.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
17.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
17.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
17.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
17.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
17.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
17.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
17.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
17.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
17.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
16.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
16.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
16.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
16.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
16.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
16.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
16.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
16.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
15.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
15.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
15.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
15.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
15.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
14.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
14.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
14.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
14.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
14.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
14.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
13.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
13.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
13.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
13.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
13.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
13.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
13.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
13.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
13.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
13.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
13.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
13.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
12.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
12.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
12.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
12.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
12.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
12.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
12.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
11.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
11.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
11.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
8.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 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.
MOV10 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
21.3
Number of samples
486
Samples
Sample
Description
TPM
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
59.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
54.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
48.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
48.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
47.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
47.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
44.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
44.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
44.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
43.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
42.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
42.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
41.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
41.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
40.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
39.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
38.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
38.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
38.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
38.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
37.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
37.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
36.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
36.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
36.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
36.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
36.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
36.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
35.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
35.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
35.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
35.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
35.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
35.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
34.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
34.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
34.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
34.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
34.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
34.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
34.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
33.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
33.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
33.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
33.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
33.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
32.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
32.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
32.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
32.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
31.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
31.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
31.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
31.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
31.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
31.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
31.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
30.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
30.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
30.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
30.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
30.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
30.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
30.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
30.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
29.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
29.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
29.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
29.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
29.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
29.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
29.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
29.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
28.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
28.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
28.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
28.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
28.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
28.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
28.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
28.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
27.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
27.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
27.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
27.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
27.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
27.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
27.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
27.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
27.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
27.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
27.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
27.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
27.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
26.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
26.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
26.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
26.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
26.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
26.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
26.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
26.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
26.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
26.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
26.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
26.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
26.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
26.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
26.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
26.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
25.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
25.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
25.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
25.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
25.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
25.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
25.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
25.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
25.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
25.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
25.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
25.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
25.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
25.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
25.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
25.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
25.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
24.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
24.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
24.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
24.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
24.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
24.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
24.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
24.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
24.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
24.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
24.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
24.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
24.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
24.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
24.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
24.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
24.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
23.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
23.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
23.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
23.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
23.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
23.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
23.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
23.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
23.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
23.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
23.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
23.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
23.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
23.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
22.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
22.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
22.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
22.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
22.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
22.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
22.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
22.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
22.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
22.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
22.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
21.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
21.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
21.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
21.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
21.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
21.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
21.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
21.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
20.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
20.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
20.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
19.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
19.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
19.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
18.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
17.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
16.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
16.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
12.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
10.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
8.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
8.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
8.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
8.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
7.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
MOV10 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
13.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
32.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
23.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
22.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
21.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
21.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
21.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
20.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
20.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
20.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
20.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
20.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
19.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
19.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
19.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
19.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
18.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
18.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
18.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
17.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
17.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
16.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
16.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
15.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
15.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
15.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
15.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
14.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
14.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
14.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
13.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
13.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
13.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
12.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MOV10 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
18.5
Number of samples
207
Samples
Sample
Description
TPM
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
40.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
37.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
35.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
34.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
34.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
34.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
33.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
33.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
32.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
31.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
31.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
31.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
30.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
30.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
29.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
29.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
28.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
28.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
27.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
27.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
26.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
26.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
26.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
25.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
25.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
25.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
25.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
25.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
24.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
24.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
24.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
24.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
23.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
23.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
22.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
22.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
21.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
21.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
21.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
21.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
20.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
20.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
20.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
19.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
12.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
7.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
6.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.9
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.8
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.8
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.7
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.6
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.6
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.6
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.5
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.4
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Normal
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Normal
0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
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Normal
-0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
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Tumor
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
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Normal
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
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Normal
-0.2
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Normal
-0.2
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Tumor
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.2
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Normal
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
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Normal
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
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Normal
-0.2
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Tumor
-0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.3
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Normal
-0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
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Normal
-0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.3
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Normal
-0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.3
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Normal
-0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.4
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Tumor
-0.5
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Normal
-0.5
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.5
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.6
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.6
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.6
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.