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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.
EXOSC9 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
16.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
49.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
38.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
37.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
34.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
33.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
32.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
31.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
30.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
30.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
28.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
28.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
27.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
26.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
26.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
26.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
24.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
24.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
24.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
24.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
24.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
24.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
23.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
23.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
22.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
22.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
22.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
22.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
21.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
21.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
21.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
21.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
21.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
21.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
21.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
21.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
20.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
20.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
20.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
20.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
20.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
20.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
20.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
20.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
20.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
20.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
20.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
20.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
19.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
19.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
19.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
19.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
19.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
19.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
19.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
19.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
19.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
19.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
19.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
18.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
18.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
18.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
18.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
18.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
18.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
18.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
18.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
18.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
18.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
18.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
18.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
18.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
18.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
18.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
18.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
18.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
18.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
18.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
18.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
17.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
17.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
17.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
17.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
17.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
17.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
17.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
17.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
17.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
17.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
17.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
17.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
17.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
17.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
17.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
17.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
17.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
17.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
17.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
17.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
16.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
16.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
16.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
16.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
16.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
16.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
16.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
16.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
16.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
16.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
16.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
16.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
15.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
15.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
15.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
15.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
15.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
14.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
14.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
14.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
14.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
14.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
14.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
14.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
14.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
14.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
14.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
14.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
14.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
14.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
14.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
14.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
13.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
13.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
13.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
13.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
13.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
12.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
12.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
12.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
10.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
9.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.9
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.
EXOSC9 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
13.4
Number of samples
486
Samples
Sample
Description
TPM
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
31.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
29.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
26.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
26.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
25.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
25.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
24.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
24.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
24.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
24.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
24.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
23.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
23.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
22.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
22.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
22.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
21.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
21.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
20.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
20.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
20.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
20.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
20.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
19.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
19.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
18.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
15.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
15.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
11.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
11.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
10.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
10.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
10.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
10.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
10.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
10.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
10.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
10.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
9.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
9.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
9.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
9.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
9.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
9.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
9.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
9.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
9.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
9.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
9.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
9.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
9.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
8.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
8.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
8.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
8.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
8.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
8.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
8.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
8.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
8.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
8.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
8.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
8.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
8.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
8.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
8.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
8.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
8.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
8.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
8.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
8.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
7.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
7.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
7.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
7.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
7.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
7.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
7.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
7.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
7.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
7.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
7.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
7.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
7.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
7.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
7.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
7.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
6.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
6.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
6.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
5.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
5.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
5.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
4.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
4.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
4.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
4.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
4.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
1.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
EXOSC9 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
15.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
34.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
29.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
24.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
23.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
22.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
22.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
22.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
21.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
21.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
21.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
21.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
20.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
20.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
20.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
20.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
19.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
19.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
18.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
18.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
18.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
18.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
18.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
18.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
18.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
18.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
17.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
17.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
17.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
17.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
17.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
16.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
16.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
15.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
14.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
14.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
14.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
14.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
14.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
13.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
12.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
12.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
11.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
6.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 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.
EXOSC9 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
10.8
Number of samples
207
Samples
Sample
Description
TPM
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
25.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
24.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
23.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
23.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
23.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
21.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
19.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
15.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
14.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
11.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
11.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
11.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
10.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
10.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
9.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
9.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
9.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
9.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
9.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
9.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
8.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
8.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
8.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
8.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
8.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
8.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
8.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
8.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
8.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
8.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
7.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
7.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
7.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
7.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
7.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
7.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
7.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
7.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
7.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
7.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
6.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
6.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
6.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
6.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
6.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
6.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
6.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
6.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
6.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
6.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
6.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
6.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
5.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
5.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
5.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
5.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
5.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
4.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
4.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
4.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
4.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
3.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
2.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.9
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.7
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.7
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.7
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.6
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.6
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.6
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.6
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.6
8cc7e656-0152-4359-8566-0581c3
Tumor
0.6
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.5
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.5
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.5
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.5
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.5
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.4
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.5
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.5
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.6
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.6
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.6
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.6
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.7
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.8
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.9
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
