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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.
COMMD10 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
18.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
76.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
61.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
59.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
50.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
48.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
46.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
45.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
41.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
37.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
35.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
35.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
33.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
32.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
32.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
31.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
30.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
30.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
30.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
29.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
29.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
29.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
28.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
28.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
28.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
27.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
26.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
26.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
26.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
25.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
25.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
25.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
25.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
25.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
24.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
24.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
24.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
24.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
24.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
24.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
23.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
23.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
23.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
23.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
23.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
23.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
23.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
23.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
23.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
22.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
22.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
22.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
22.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
22.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
22.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
22.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
22.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
22.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
21.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
21.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
21.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
21.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
21.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
21.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
21.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
21.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
21.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
21.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
20.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
20.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
20.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
20.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
20.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
20.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
20.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
20.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
20.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
20.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
20.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
20.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
20.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
19.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
19.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
19.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
19.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
19.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
19.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
19.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
19.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
19.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
19.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
19.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
19.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
18.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
18.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
18.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
18.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
18.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
18.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
18.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
18.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
18.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
18.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
18.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
18.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
18.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
18.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
18.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
17.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
17.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
17.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
17.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
17.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
17.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
17.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
17.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
17.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
16.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
16.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
16.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
16.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
16.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
16.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
16.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
16.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
16.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
16.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
16.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
16.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
16.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
16.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
16.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
16.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
16.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
16.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
15.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
15.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
15.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
15.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
15.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
15.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
15.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
15.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
14.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
14.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
14.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
14.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
13.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
13.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
13.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
13.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
13.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
12.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
12.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
12.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
12.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
12.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
11.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 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.
COMMD10 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
12.7
Number of samples
486
Samples
Sample
Description
TPM
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
25.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
25.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
24.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
22.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
22.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
22.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
22.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
22.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
21.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
18.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
16.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
14.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
14.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
14.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
13.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
11.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
10.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
10.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
10.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
10.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
10.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
10.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
9.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
9.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
9.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
9.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
9.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
9.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
9.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
9.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
9.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
9.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
9.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
9.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
9.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
9.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
9.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
9.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
9.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
9.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
8.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
8.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
8.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
8.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
8.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
8.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
8.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
8.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
8.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
8.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
8.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
8.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
8.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
8.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
8.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
8.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
8.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
8.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
8.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
8.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
8.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
8.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
8.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
8.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
8.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
8.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
8.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
8.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
8.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
8.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
8.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
8.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
8.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
7.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
7.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
7.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
7.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
7.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
7.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
7.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
7.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
7.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
7.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
7.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
7.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
7.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
7.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
7.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
7.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
7.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
7.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
6.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
6.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
6.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
6.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
6.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
6.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
6.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
6.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
6.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
6.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
5.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
5.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
5.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
5.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
5.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
5.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
3.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.5
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.
COMMD10 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
18.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
45.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
44.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
40.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
35.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
34.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
34.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
31.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
31.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
30.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
30.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
29.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
28.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
27.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
26.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
24.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
24.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
24.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
24.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
23.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
23.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
23.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
23.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
22.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
22.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
22.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
21.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
21.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
21.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
21.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
20.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
20.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
20.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
20.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
19.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
19.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
19.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
18.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
18.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
17.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
17.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
17.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
17.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
17.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
16.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
16.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
16.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
16.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
16.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
16.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
16.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
15.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
15.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
15.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
14.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
14.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
13.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
11.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
11.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
COMMD10 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
11.9
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
24.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
21.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
21.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
20.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
17.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
12.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
11.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
11.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
10.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
10.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
9.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
8.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
8.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
8.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
8.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
8.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
8.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
8.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
8.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
8.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
8.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
7.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
7.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
7.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
6.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
6.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
6.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
6.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
6.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
6.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
6.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
6.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
5.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
4.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
4.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
3.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.9
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.9
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.8
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.7
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.6
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.6
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.5
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.5
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.5
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.5
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.5
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.5
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.4
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.3
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.4
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.5
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.5
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.5
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.6
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.6
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.6
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.6
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.7
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.7
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.7
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.8
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.9
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.9
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-1.0
b2400046-1d25-429d-a821-6040a6
Tumor
-1.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-1.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-1.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-1.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
