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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.
COPS3 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
26.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
70.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
68.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
64.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
56.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
52.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
52.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
51.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
51.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
50.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
50.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
49.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
48.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
47.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
45.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
45.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
45.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
45.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
43.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
42.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
42.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
41.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
41.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
41.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
40.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
40.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
39.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
38.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
38.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
37.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
37.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
36.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
36.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
36.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
36.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
36.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
36.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
36.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
35.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
35.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
35.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
35.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
35.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
34.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
34.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
34.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
34.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
34.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
34.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
34.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
33.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
33.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
33.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
33.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
33.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
33.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
32.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
32.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
32.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
32.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
32.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
32.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
32.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
32.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
32.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
32.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
31.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
31.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
31.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
31.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
31.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
31.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
31.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
30.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
30.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
30.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
30.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
30.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
30.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
30.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
30.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
29.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
29.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
29.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
29.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
29.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
29.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
29.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
28.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
28.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
28.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
28.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
28.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
28.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
28.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
28.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
28.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
27.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
27.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
27.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
27.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
27.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
27.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
27.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
27.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
27.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
26.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
26.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
26.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
26.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
26.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
26.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
26.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
26.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
26.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
26.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
25.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
25.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
25.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
25.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
25.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
25.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
25.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
25.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
25.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
25.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
25.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
25.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
24.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
24.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
24.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
24.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
24.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
24.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
24.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
23.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
23.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
23.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
23.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
23.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
23.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
23.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
23.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
23.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
23.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
23.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
23.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
23.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
22.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
22.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
22.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
22.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
22.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
22.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
22.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
22.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
22.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
22.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
22.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
22.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
22.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
21.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
21.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
21.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
21.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
21.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
21.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
21.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
21.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
21.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
21.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
20.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
20.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
20.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
20.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
20.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
20.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
20.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
20.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
20.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
20.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
20.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
20.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
20.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
20.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
20.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
20.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
20.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
19.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
19.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
19.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
19.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
19.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
19.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
19.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
19.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
19.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
19.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
18.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
18.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
18.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
18.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
18.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
18.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
18.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
18.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
18.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
17.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
17.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
17.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
17.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
17.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
17.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
17.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
17.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
16.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
16.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
16.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
16.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
16.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
16.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
16.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
16.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
15.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
15.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
15.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
15.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
15.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
14.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
14.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
14.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
14.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
13.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 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.
COPS3 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
22.9
Number of samples
486
Samples
Sample
Description
TPM
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
68.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
50.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
48.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
45.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
44.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
43.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
43.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
43.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
43.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
41.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
41.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
39.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
38.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
38.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
38.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
38.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
38.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
37.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
37.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
37.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
37.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
37.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
37.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
36.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
36.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
36.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
36.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
36.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
35.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
35.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
35.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
35.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
35.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
35.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
35.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
35.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
35.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
35.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
34.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
34.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
34.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
34.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
34.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
33.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
33.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
33.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
33.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
33.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
33.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
33.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
33.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
33.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
33.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
33.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
33.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
33.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
32.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
32.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
32.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
32.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
32.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
32.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
32.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
32.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
32.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
32.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
32.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
32.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
31.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
31.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
31.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
31.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
31.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
31.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
31.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
31.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
31.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
31.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
31.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
31.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
31.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
31.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
30.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
30.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
30.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
30.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
30.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
30.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
30.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
30.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
30.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
30.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
30.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
30.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
30.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
30.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
30.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
30.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
30.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
30.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
30.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
30.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
29.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
29.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
29.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
29.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
29.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
29.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
29.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
29.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
29.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
28.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
28.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
28.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
28.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
28.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
28.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
28.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
28.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
28.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
28.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
28.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
28.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
28.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
28.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
28.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
27.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
27.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
27.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
27.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
27.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
27.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
27.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
27.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
27.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
27.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
27.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
27.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
27.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
27.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
27.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
27.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
27.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
27.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
26.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
26.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
26.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
26.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
26.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
26.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
26.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
26.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
26.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
26.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
26.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
26.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
26.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
26.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
25.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
25.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
25.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
25.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
25.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
25.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
25.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
25.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
25.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
25.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
25.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
25.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
25.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
25.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
25.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
25.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
25.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
25.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
25.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
25.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
25.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
25.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
25.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
25.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
25.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
24.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
24.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
24.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
24.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
24.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
24.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
24.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
24.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
24.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
24.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
24.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
24.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
23.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
23.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
23.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
23.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
23.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
23.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
23.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
23.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
23.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
23.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
23.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
23.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
23.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
23.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
22.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
22.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
22.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
22.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
22.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
22.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
22.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
22.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
22.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
22.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
22.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
21.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
21.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
21.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
21.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
21.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
21.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
21.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
21.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
20.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
20.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
20.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
20.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
20.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
20.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
20.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
20.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
19.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
18.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
18.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
17.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
17.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
17.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
10.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
9.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
8.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
8.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
7.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
6.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
COPS3 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
25.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
114.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
61.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
54.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
52.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
42.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
41.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
41.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
41.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
39.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
36.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
36.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
36.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
36.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
34.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
34.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
34.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
34.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
33.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
33.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
33.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
32.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
31.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
30.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
29.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
28.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
28.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
28.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
27.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
27.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
27.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
27.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
27.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
26.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
26.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
25.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
25.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
25.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
25.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
24.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
24.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
24.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
24.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
23.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
23.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
23.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
23.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
23.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
23.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
21.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
21.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
21.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
20.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
20.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
20.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
20.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
20.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
19.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
19.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
19.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
18.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
18.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
18.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
17.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
17.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
17.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
17.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
17.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
17.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
16.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
16.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
16.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
15.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
15.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
15.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
15.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
15.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
COPS3 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
18.6
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
45.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
38.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
36.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
36.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
33.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
31.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
31.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
30.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
29.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
29.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
29.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
29.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
29.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
29.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
29.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
29.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
28.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
28.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
27.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
26.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
25.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
25.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
25.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
25.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
25.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
25.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
24.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
24.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
24.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
23.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
23.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
23.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
23.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
23.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
23.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
22.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
22.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
22.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
22.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
22.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
21.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
21.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
21.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
20.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
20.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
20.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
20.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
20.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
20.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
19.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
19.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
18.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
18.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
7.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.8
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.7
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.5
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.5
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
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Tumor
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
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Tumor
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
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Tumor
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
b2400046-1d25-429d-a821-6040a6
Tumor
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
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Tumor
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
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Normal
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.4
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
