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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.
CHMP6 is potential prognostic, high expression is favorable 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
17.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
45.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
34.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
32.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
29.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
29.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
29.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
28.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
28.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
28.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
28.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
27.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
27.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
27.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
27.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
26.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
26.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
26.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
26.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
25.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
25.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
25.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
25.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
25.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
25.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
25.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
24.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
24.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
23.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
23.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
23.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
23.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
22.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
22.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
22.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
22.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
22.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
22.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
22.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
22.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
22.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
22.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
22.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
22.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
22.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
22.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
22.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
22.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
21.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
21.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
21.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
21.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
21.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
21.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
21.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
21.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
21.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
21.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
21.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
21.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
21.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
21.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
21.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
21.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
21.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
21.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
20.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
20.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
20.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
20.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
20.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
20.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
20.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
20.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
20.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
20.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
19.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
19.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
19.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
19.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
19.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
19.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
19.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
19.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
19.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
19.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
19.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
19.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
19.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
19.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
19.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
18.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
18.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
18.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
18.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
18.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
18.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
18.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
18.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
18.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
18.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
18.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
18.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
18.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
18.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
18.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
18.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
17.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
17.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
17.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
17.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
17.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
17.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
17.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
17.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
17.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
17.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
17.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
17.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
17.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
17.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
17.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
17.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
16.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
16.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
16.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
16.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
16.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
16.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
16.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
16.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
16.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
16.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
16.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
16.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
16.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
16.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
16.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
16.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
15.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
15.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
15.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
15.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
15.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
15.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
15.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
15.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
15.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
14.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
14.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
14.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
14.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
14.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
14.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
14.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
14.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
13.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
13.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
13.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
13.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
13.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
13.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
13.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
13.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
13.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
12.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
12.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
12.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
12.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
11.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
11.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 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.
CHMP6 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
14.6
Number of samples
486
Samples
Sample
Description
TPM
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
29.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
26.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
24.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
24.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
24.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
23.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
23.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
21.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
20.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
20.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
20.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
20.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
20.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
19.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
19.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
19.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
19.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
18.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
18.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
17.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
17.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
16.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
16.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
13.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
13.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
12.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
11.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
10.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
10.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
10.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
9.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
9.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
8.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
8.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
CHMP6 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
15.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
26.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
23.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
23.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
23.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
21.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
21.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
21.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
20.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
20.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
20.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
20.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
20.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
19.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
19.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
19.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
19.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
19.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
19.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
19.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
19.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
18.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
18.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
17.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
17.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
17.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
17.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
16.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
16.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
16.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
16.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
15.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
15.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
15.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
15.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
15.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
15.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
14.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
14.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
14.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
14.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
13.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
12.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
11.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
10.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 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.
CHMP6 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
14.3
Number of samples
207
Samples
Sample
Description
TPM
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
26.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
25.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
24.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
23.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
22.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
20.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
20.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
20.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
17.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
15.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
15.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
7.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
7.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
7.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
7.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
1.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.9
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.9
b2400046-1d25-429d-a821-6040a6
Tumor
0.8
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.7
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.6
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.6
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.6
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.6
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.6
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.6
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.5
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.5
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.5
41a04113-2061-4923-bca5-da586c_D2
Normal
0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.5
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.5
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.5
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.5
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.4
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.4
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.4
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.4
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.5
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
