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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.
SCOC 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
37.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
104.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
88.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
82.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
78.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
69.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
68.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
64.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
64.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
63.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
63.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
63.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
63.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
61.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
60.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
59.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
58.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
58.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
58.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
57.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
57.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
57.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
57.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
56.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
55.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
55.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
55.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
55.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
54.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
53.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
53.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
52.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
52.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
52.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
51.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
50.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
50.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
50.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
49.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
49.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
48.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
48.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
48.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
47.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
47.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
47.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
47.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
47.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
47.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
46.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
46.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
46.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
46.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
46.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
46.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
45.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
45.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
45.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
44.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
44.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
44.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
43.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
43.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
43.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
43.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
43.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
43.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
42.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
42.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
42.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
41.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
41.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
41.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
41.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
41.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
41.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
41.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
41.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
41.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
40.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
40.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
40.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
40.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
40.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
40.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
40.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
40.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
40.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
39.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
39.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
39.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
39.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
39.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
39.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
38.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
38.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
38.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
38.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
38.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
38.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
38.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
38.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
38.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
38.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
38.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
38.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
37.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
37.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
37.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
37.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
37.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
37.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
36.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
36.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
36.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
36.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
36.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
36.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
36.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
36.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
36.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
36.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
36.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
36.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
36.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
35.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
35.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
35.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
35.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
35.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
35.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
35.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
35.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
35.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
35.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
35.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
34.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
34.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
34.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
34.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
34.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
34.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
34.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
33.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
33.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
33.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
33.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
33.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
33.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
33.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
33.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
33.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
32.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
32.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
32.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
32.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
32.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
32.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
32.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
32.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
31.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
31.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
31.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
31.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
31.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
31.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
31.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
31.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
31.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
31.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
30.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
30.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
30.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
30.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
30.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
30.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
30.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
29.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
29.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
29.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
29.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
29.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
29.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
29.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
29.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
29.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
29.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
29.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
29.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
29.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
29.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
28.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
28.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
28.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
28.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
27.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
27.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
27.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
27.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
27.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
27.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
27.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
27.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
26.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
26.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
26.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
26.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
26.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
26.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
26.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
26.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
26.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
25.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
25.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
25.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
25.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
25.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
25.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
25.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
25.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
25.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
24.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
24.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
24.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
24.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
24.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
24.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
24.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
24.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
24.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
24.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
23.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
23.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
23.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
23.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
23.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
23.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
22.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
22.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
22.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
22.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
21.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
20.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
20.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
20.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
19.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
19.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
18.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
18.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
18.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
17.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
16.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
12.7
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.
SCOC 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
22.4
Number of samples
486
Samples
Sample
Description
TPM
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
49.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
47.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
47.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
44.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
43.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
43.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
42.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
42.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
41.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
40.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
40.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
40.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
39.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
39.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
38.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
38.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
38.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
38.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
38.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
37.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
37.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
37.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
36.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
36.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
36.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
36.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
35.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
35.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
35.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
35.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
34.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
34.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
34.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
34.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
34.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
34.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
34.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
33.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
33.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
33.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
33.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
33.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
33.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
33.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
33.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
33.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
32.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
32.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
32.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
32.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
32.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
32.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
32.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
32.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
32.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
31.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
31.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
31.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
31.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
31.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
31.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
30.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
30.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
30.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
30.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
30.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
30.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
30.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
30.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
30.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
30.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
30.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
30.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
30.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
29.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
29.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
29.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
29.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
29.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
29.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
29.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
29.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
29.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
29.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
29.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
28.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
28.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
28.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
28.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
28.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
28.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
28.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
28.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
28.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
28.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
28.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
27.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
27.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
27.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
27.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
27.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
27.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
27.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
27.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
27.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
27.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
27.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
27.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
27.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
27.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
27.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
26.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
26.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
26.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
26.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
26.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
26.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
26.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
26.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
26.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
26.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
26.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
26.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
26.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
26.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
26.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
26.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
26.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
26.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
26.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
26.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
26.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
25.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
25.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
25.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
25.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
25.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
25.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
25.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
25.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
25.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
25.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
25.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
25.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
25.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
25.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
24.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
24.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
24.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
24.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
24.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
24.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
24.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
24.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
24.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
24.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
24.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
24.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
24.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
24.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
24.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
24.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
24.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
24.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
23.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
23.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
23.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
23.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
23.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
23.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
23.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
23.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
23.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
23.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
23.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
23.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
23.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
23.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
23.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
23.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
23.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
23.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
23.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
22.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
22.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
22.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
22.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
22.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
22.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
22.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
22.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
22.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
22.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
22.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
22.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
22.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
22.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
22.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
22.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
21.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
21.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
21.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
21.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
21.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
21.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
21.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
21.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
20.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
20.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
20.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
20.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
20.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
20.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
19.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
19.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
19.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
18.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
17.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
17.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
17.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
15.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
10.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
6.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
4.8
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SCOC 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
39.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
87.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
82.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
82.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
81.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
79.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
70.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
69.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
69.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
61.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
59.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
58.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
58.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
55.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
55.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
54.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
53.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
52.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
52.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
52.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
52.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
49.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
49.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
49.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
48.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
46.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
46.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
46.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
46.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
43.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
42.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
42.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
42.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
42.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
38.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
38.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
38.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
38.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
38.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
38.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
38.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
37.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
37.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
37.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
37.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
36.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
36.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
36.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
35.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
35.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
35.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
35.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
34.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
33.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
33.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
33.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
32.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
31.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
31.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
31.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
30.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
29.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
29.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
29.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
28.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
28.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
28.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
28.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
27.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
26.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
26.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
26.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
25.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
25.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
25.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
24.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
23.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
22.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
22.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
22.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
22.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
22.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
22.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
21.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
20.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
18.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
17.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SCOC 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
19.7
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
61.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
53.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
44.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
39.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
36.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
33.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
32.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
31.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
31.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
30.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
30.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
30.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
29.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
29.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
29.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
29.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
28.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
28.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
28.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
28.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
28.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
28.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
28.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
27.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
26.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
26.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
25.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
25.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
25.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
24.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
24.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
24.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
24.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
24.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
24.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
23.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
23.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
23.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
23.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
23.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
23.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
22.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
22.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
22.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
22.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
22.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
22.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
22.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
22.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
21.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
21.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
21.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
20.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
20.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
20.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
20.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
20.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
20.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
19.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
18.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
16.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
15.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
14.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
02cde0c0-6840-495b-9b11-007d82_D2
Normal
1.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
1.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.9
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.9
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.9
b2400046-1d25-429d-a821-6040a6
Tumor
0.8
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.8
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.8
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.7
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.7
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.7
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.6
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.6
41a04113-2061-4923-bca5-da586c_D2
Normal
0.6
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.6
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.6
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.6
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.6
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.6
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.5
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.5
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
0.5
82157a70-12f1-4913-b548-d98881_D2
Normal
0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.5
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.5
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.4
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.4
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.4
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.5
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.5
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.5
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.5
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.6
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.6
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.6
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.6
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.7
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.8
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
