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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.
MAVS 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
13.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
47.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
37.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
36.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
36.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
32.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
32.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
30.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
29.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
28.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
28.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
28.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
27.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
27.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
26.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
26.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
25.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
25.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
25.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
25.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
24.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
23.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
23.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
23.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
23.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
23.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
23.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
22.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
22.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
22.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
22.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
22.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
21.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
21.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
21.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
21.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
21.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
20.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
20.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
20.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
19.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
19.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
19.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
19.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
19.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
19.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
19.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
19.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
18.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
18.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
18.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
18.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
18.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
18.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
18.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
18.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
17.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
17.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
17.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
17.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
17.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
17.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
17.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
16.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
16.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
16.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
16.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
15.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
15.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
15.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
14.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
14.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
14.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
14.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
14.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
14.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
14.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
13.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
13.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
13.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
13.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
12.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
12.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
12.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
12.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
11.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
11.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
11.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
10.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
10.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
10.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
8.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
7.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 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.
MAVS 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
35.2
Number of samples
486
Samples
Sample
Description
TPM
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
96.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
91.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
82.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
81.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
81.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
80.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
78.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
76.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
75.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
75.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
73.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
70.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
69.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
68.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
67.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
66.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
65.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
65.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
65.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
64.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
64.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
64.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
64.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
63.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
61.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
61.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
60.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
59.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
59.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
58.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
58.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
58.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
58.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
56.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
56.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
56.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
56.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
56.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
56.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
53.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
53.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
53.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
53.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
53.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
53.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
52.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
52.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
52.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
51.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
51.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
51.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
50.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
50.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
50.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
50.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
50.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
50.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
50.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
50.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
49.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
49.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
49.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
48.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
48.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
48.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
48.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
48.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
48.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
47.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
47.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
47.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
47.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
47.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
47.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
47.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
47.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
46.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
46.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
46.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
46.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
46.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
46.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
46.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
46.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
46.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
46.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
45.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
45.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
45.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
45.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
45.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
45.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
45.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
45.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
45.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
45.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
45.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
45.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
44.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
44.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
44.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
44.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
44.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
44.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
44.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
44.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
44.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
43.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
43.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
43.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
43.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
43.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
43.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
43.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
43.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
43.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
43.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
43.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
43.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
43.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
43.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
42.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
42.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
42.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
42.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
42.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
41.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
41.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
41.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
41.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
41.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
41.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
40.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
40.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
40.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
40.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
40.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
40.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
40.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
40.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
40.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
39.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
39.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
39.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
39.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
39.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
39.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
39.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
39.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
39.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
39.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
39.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
39.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
38.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
38.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
38.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
38.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
38.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
38.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
38.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
38.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
38.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
38.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
38.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
37.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
37.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
37.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
37.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
37.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
37.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
37.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
37.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
37.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
37.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
37.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
37.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
37.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
37.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
36.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
36.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
36.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
36.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
36.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
36.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
36.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
36.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
36.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
36.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
36.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
35.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
35.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
35.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
35.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
35.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
35.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
35.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
35.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
35.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
35.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
35.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
35.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
35.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
35.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
34.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
34.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
34.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
34.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
34.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
34.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
34.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
34.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
34.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
34.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
34.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
34.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
34.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
34.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
33.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
33.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
33.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
33.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
33.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
33.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
33.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
33.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
33.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
33.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
33.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
33.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
32.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
32.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
32.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
32.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
32.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
32.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
32.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
32.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
32.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
32.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
32.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
32.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
32.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
32.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
32.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
32.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
32.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
32.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
32.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
32.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
32.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
32.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
32.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
32.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
32.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
31.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
31.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
31.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
31.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
31.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
31.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
31.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
31.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
31.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
31.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
31.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
31.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
31.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
31.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
30.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
30.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
30.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
30.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
30.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
30.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
30.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
30.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
30.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
30.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
30.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
30.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
30.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
29.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
29.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
29.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
29.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
29.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
29.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
29.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
29.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
29.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
29.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
29.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
29.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
29.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
29.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
28.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
28.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
28.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
28.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
28.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
28.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
28.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
28.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
28.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
28.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
28.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
28.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
28.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
28.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
28.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
28.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
28.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
28.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
28.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
28.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
27.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
27.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
27.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
27.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
27.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
27.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
27.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
27.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
27.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
27.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
27.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
27.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
27.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
27.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
27.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
27.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
27.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
27.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
27.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
27.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
27.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
27.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
26.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
26.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
26.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
26.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
26.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
26.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
26.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
26.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
26.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
26.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
26.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
26.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
26.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
26.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
26.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
26.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
26.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
26.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
26.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
26.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
26.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
26.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
25.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
25.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
25.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
25.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
25.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
25.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
25.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
25.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
25.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
25.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
25.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
25.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
25.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
25.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
25.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
24.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
24.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
24.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
24.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
24.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
24.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
24.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
24.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
24.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
24.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
24.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
24.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
24.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
24.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
24.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
24.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
24.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
24.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
24.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
24.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
24.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
23.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
23.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
23.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
23.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
23.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
23.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
23.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
23.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
23.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
23.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
23.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
22.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
22.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
22.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
22.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
22.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
22.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
21.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
21.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
21.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
21.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
21.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
20.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
20.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
20.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
20.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
19.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
19.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
18.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
MAVS 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
14.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
32.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
29.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
26.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
26.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
24.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
23.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
23.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
23.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
22.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
21.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
21.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
20.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
20.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
20.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
19.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
19.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
19.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
19.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
19.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
19.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
19.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
19.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
19.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
19.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
18.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
18.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
18.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
17.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
17.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
16.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
16.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
15.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
15.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
15.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
14.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
14.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
12.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MAVS 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
36.2
Number of samples
207
Samples
Sample
Description
TPM
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
113.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
74.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
71.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
68.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
67.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
67.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
66.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
66.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
63.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
60.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
59.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
58.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
57.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
56.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
55.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
54.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
54.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
54.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
53.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
53.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
53.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
52.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
52.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
52.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
51.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
51.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
51.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
50.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
50.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
49.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
49.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
47.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
47.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
47.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
47.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
47.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
47.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
46.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
46.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
46.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
45.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
45.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
45.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
45.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
45.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
45.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
44.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
44.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
44.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
44.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
44.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
44.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
44.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
43.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
43.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
43.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
43.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
42.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
42.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
42.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
42.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
42.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
41.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
41.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
41.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
41.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
40.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
40.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
40.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
39.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
39.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
39.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
39.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
39.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
38.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
38.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
38.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
38.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
37.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
37.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
37.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
37.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
37.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
37.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
37.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
36.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
36.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
36.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
36.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
36.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
35.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
35.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
35.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
35.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
35.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
34.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
34.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
34.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
34.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
34.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
33.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
33.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
33.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
33.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
33.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
33.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
33.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
32.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
32.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
32.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
32.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
32.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
32.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
32.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
32.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
32.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
32.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
32.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
31.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
31.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
31.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
31.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
31.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
31.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
31.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
31.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
30.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
30.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
30.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
30.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
30.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
30.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
30.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
30.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
30.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
29.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
29.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
29.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
29.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
29.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
29.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
29.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
28.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
28.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
28.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
28.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
27.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
27.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
27.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
27.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
27.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
26.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
26.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
26.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
26.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
25.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
25.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
25.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
25.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
25.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
25.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
25.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
25.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
25.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
24.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
24.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
24.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
24.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
24.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
24.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
24.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
24.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
24.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
23.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
23.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
22.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
22.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
22.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
21.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
21.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
21.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
21.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
20.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
20.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
20.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
20.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
19.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.9
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.7
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.7
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.7
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.7
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.6
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.6
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.6
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.5
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.5
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.5
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.4
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Tumor
0.4
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Tumor
0.4
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Normal
0.4
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Normal
0.4
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Normal
0.4
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Tumor
0.4
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Normal
0.4
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Normal
0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.4
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Normal
0.4
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Normal
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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Normal
0.3
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Tumor
0.3
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Tumor
0.3
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Normal
0.3
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Tumor
0.3
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Normal
0.3
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Normal
0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
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Tumor
0.3
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Tumor
0.3
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Normal
0.3
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Tumor
0.3
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Normal
0.3
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Normal
0.3
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Normal
0.2
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Normal
0.2
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Normal
0.2
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Normal
0.2
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Normal
0.2
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Normal
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
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Normal
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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Normal
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
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Normal
0.2
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Normal
0.2
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Normal
0.2
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Normal
0.2
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Normal
0.2
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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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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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Normal
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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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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Normal
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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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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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
0.1
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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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Normal
0.1
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Normal
0.1
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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
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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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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
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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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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
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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
-0.1
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Tumor
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Tumor
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Normal
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Tumor
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Normal
-0.1
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Tumor
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Tumor
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Tumor
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Normal
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Tumor
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Normal
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Normal
-0.1
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Normal
-0.1
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Tumor
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Normal
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Normal
-0.1
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Tumor
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Tumor
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Tumor
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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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Normal
-0.2
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Normal
-0.2
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Tumor
-0.2
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Normal
-0.2
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
-0.4
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Normal
-0.4
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Tumor
-0.4
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Tumor
-0.4
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Tumor
-0.4
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Tumor
-0.5
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Tumor
-0.5
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Tumor
-0.5
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Tumor
-0.5
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Tumor
-0.5
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Tumor
-0.6
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Tumor
-0.6
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Tumor
-0.6
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Tumor
-0.6
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Tumor
-0.6
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Tumor
-0.7
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.7
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
