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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.
EXOSC2 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
47.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
29.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
29.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
28.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
26.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
26.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
25.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
25.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
25.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
24.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
24.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
24.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
24.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
23.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
23.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
23.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
23.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
23.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
23.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
23.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
23.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
23.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
22.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
22.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
22.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
22.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
22.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
22.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
22.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
22.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
22.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
21.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
21.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
21.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
21.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
21.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
21.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
21.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
21.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
21.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
21.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
21.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
20.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
20.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
20.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
20.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
20.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
20.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
20.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
19.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
19.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
19.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
19.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
19.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
19.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
19.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
19.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
19.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
18.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
18.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
18.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
18.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
18.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
18.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
18.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
18.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
18.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
18.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
18.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
18.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
18.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
18.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
18.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
17.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
17.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
17.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
17.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
17.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
17.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
17.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
17.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
17.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
17.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
17.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
17.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
17.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
17.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
16.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
16.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
16.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
16.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
16.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
16.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
16.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
16.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
16.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
16.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
16.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
15.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
15.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
15.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
15.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
15.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
15.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
15.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
15.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
15.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
15.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
15.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
15.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
14.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
14.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
14.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
14.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
13.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
13.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
13.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
13.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
13.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
13.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
12.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
12.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
12.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
12.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
12.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
12.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
11.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
11.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
10.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
EXOSC2 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
16.5
Number of samples
486
Samples
Sample
Description
TPM
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
42.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
35.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
34.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
33.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
33.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
33.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
31.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
31.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
31.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
30.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
28.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
28.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
28.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
28.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
28.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
28.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
28.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
27.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
27.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
27.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
27.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
26.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
26.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
25.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
25.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
25.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
25.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
25.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
24.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
24.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
24.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
24.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
24.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
24.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
23.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
23.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
23.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
23.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
23.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
23.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
23.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
23.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
23.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
23.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
23.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
23.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
22.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
22.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
22.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
21.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
21.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
21.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
21.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
21.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
21.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
21.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
21.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
21.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
21.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
20.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
20.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
20.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
20.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
20.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
20.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
20.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
19.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
19.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
19.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
17.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
17.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
16.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
16.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
15.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
14.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
9.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
9.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
9.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
8.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
8.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
7.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
7.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
7.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
7.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
7.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
6.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
6.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
6.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
5.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
EXOSC2 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
15.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
29.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
26.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
26.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
24.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
24.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
24.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
24.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
23.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
23.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
22.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
22.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
22.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
22.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
21.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
21.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
21.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
21.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
20.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
20.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
20.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
20.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
20.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
19.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
19.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
19.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
19.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
18.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
18.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
17.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
17.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
17.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
17.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
16.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
16.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
16.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
16.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
16.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
15.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
15.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
15.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
14.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
14.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
14.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
13.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
13.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
12.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
12.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 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.
EXOSC2 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
13.9
Number of samples
207
Samples
Sample
Description
TPM
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
38.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
32.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
28.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
26.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
24.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
24.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
23.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
23.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
22.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
22.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
21.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
18.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
18.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
13.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
11.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
9.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
8.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
7.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
6.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
5.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
5.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.8
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.6
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.6
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.6
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.5
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.5
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.5
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.5
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.4
b2400046-1d25-429d-a821-6040a6
Tumor
0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
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Tumor
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
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Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.5
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.6
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.6
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.8
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.9
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-1.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
